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@@ -1,18 +1,18 @@
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diff --git a/build/run_0/regress.fn b/build/run_0/regress.fn
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index 35a7485..efb4bd6 100644
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diff --git a/build/run_0/regress.prg b/build/run_0/regress.prg
index 26c0d3c..18725ed 100644
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+    area =  14622.00000, perimeter =    481.61600, major_axis_length =    200.05356, minor_axis_length =     94.38364, eccentricity =      0.88171, convex_area =  14845.00000, extent =      0.60895, type = C
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+    area =  10959.00000, perimeter =    447.23300, major_axis_length =    197.35841, minor_axis_length =     71.06098, eccentricity =      0.93293, convex_area =  11133.00000, extent =      0.49741, type = C
+    area =  11679.00000, perimeter =    439.18600, major_axis_length =    181.42677, minor_axis_length =     83.52566, eccentricity =      0.88772, convex_area =  11949.00000, extent =      0.56749, type = O
+    area =  12262.00000, perimeter =    443.16699, major_axis_length =    190.67964, minor_axis_length =     82.12513, eccentricity =      0.90250, convex_area =  12404.00000, extent =      0.61817, type = O
+    area =  14471.00000, perimeter =    503.67401, major_axis_length =    207.92873, minor_axis_length =     90.16022, eccentricity =      0.90110, convex_area =  14894.00000, extent =      0.55495, type = C
+    area =  14483.00000, perimeter =    512.72101, major_axis_length =    215.76816, minor_axis_length =     86.27912, eccentricity =      0.91657, convex_area =  14912.00000, extent =      0.53229, type = C
+    area =  15178.00000, perimeter =    514.74200, major_axis_length =    219.33296, minor_axis_length =     89.01124, eccentricity =      0.91395, convex_area =  15638.00000, extent =      0.78757, type = C
+    area =   9373.00000, perimeter =    383.04901, major_axis_length =    159.37862, minor_axis_length =     75.75037, eccentricity =      0.87983, convex_area =   9520.00000, extent =      0.72390, type = O
+    area =  14469.00000, perimeter =    484.46701, major_axis_length =    204.24918, minor_axis_length =     90.72005, eccentricity =      0.89595, convex_area =  14701.00000, extent =      0.65873, type = C
+    area =  12885.00000, perimeter =    463.43799, major_axis_length =    192.96786, minor_axis_length =     86.65742, eccentricity =      0.89349, convex_area =  13263.00000, extent =      0.58903, type = O
+    area =  13682.00000, perimeter =    488.89999, major_axis_length =    199.55969, minor_axis_length =     89.44221, eccentricity =      0.89393, convex_area =  14457.00000, extent =      0.59967, type = C
+    area =  10638.00000, perimeter =    407.20700, major_axis_length =    168.55212, minor_axis_length =     81.18849, eccentricity =      0.87635, convex_area =  10834.00000, extent =      0.67581, type = O
+    area =  13811.00000, perimeter =    482.29800, major_axis_length =    206.71475, minor_axis_length =     85.73662, eccentricity =      0.90993, convex_area =  14000.00000, extent =      0.55593, type = C
+    area =  14878.00000, perimeter =    506.02100, major_axis_length =    212.18158, minor_axis_length =     90.43865, eccentricity =      0.90461, convex_area =  15237.00000, extent =      0.57577, type = C
+    area =  10289.00000, perimeter =    406.53799, major_axis_length =    170.24397, minor_axis_length =     77.37798, eccentricity =      0.89074, convex_area =  10522.00000, extent =      0.62441, type = O
+    area =  14802.00000, perimeter =    497.83200, major_axis_length =    209.61795, minor_axis_length =     91.14713, eccentricity =      0.90051, convex_area =  15208.00000, extent =      0.62298, type = C
+    area =  11790.00000, perimeter =    444.34299, major_axis_length =    184.42249, minor_axis_length =     82.44761, eccentricity =      0.89450, convex_area =  12103.00000, extent =      0.59606, type = O
+    area =  14451.00000, perimeter =    487.22000, major_axis_length =    201.29469, minor_axis_length =     92.73952, eccentricity =      0.88755, convex_area =  14776.00000, extent =      0.64727, type = C
+    area =  15042.00000, perimeter =    504.72000, major_axis_length =    214.52121, minor_axis_length =     90.20871, eccentricity =      0.90729, convex_area =  15375.00000, extent =      0.69562, type = C
+    area =  12706.00000, perimeter =    463.45099, major_axis_length =    194.18146, minor_axis_length =     84.88486, eccentricity =      0.89939, convex_area =  13011.00000, extent =      0.79731, type = C
+    area =  10783.00000, perimeter =    418.68100, major_axis_length =    171.36520, minor_axis_length =     82.12441, eccentricity =      0.87769, convex_area =  11133.00000, extent =      0.59345, type = O
+    area =  11512.00000, perimeter =    427.56799, major_axis_length =    172.21010, minor_axis_length =     85.44306, eccentricity =      0.86823, convex_area =  11802.00000, extent =      0.69079, type = O
+    area =  13567.00000, perimeter =    481.40500, major_axis_length =    202.01970, minor_axis_length =     86.41855, eccentricity =      0.90389, convex_area =  13976.00000, extent =      0.75093, type = C
+    area =  14609.00000, perimeter =    490.24701, major_axis_length =    206.06227, minor_axis_length =     91.49974, eccentricity =      0.89601, convex_area =  14837.00000, extent =      0.71966, type = C
+    area =   9772.00000, perimeter =    392.23700, major_axis_length =    164.40335, minor_axis_length =     76.18343, eccentricity =      0.88615, convex_area =   9971.00000, extent =      0.78339, type = O
+    area =  11339.00000, perimeter =    423.97000, major_axis_length =    171.70662, minor_axis_length =     85.35773, eccentricity =      0.86769, convex_area =  11531.00000, extent =      0.67919, type = O
+    area =  11794.00000, perimeter =    430.38000, major_axis_length =    178.44585, minor_axis_length =     84.78594, eccentricity =      0.87991, convex_area =  12056.00000, extent =      0.75294, type = C
+    area =   9428.00000, perimeter =    398.92001, major_axis_length =    164.84538, minor_axis_length =     74.65759, eccentricity =      0.89156, convex_area =   9760.00000, extent =      0.67672, type = O
+    area =  12992.00000, perimeter =    458.89401, major_axis_length =    183.42082, minor_axis_length =     92.05144, eccentricity =      0.86495, convex_area =  13372.00000, extent =      0.77592, type = O
+    area =  13302.00000, perimeter =    482.69000, major_axis_length =    209.39711, minor_axis_length =     81.74891, eccentricity =      0.92064, convex_area =  13827.00000, extent =      0.59533, type = C
+    area =  11149.00000, perimeter =    416.89099, major_axis_length =    167.29213, minor_axis_length =     86.69962, eccentricity =      0.85523, convex_area =  11323.00000, extent =      0.69090, type = O
+    area =  13632.00000, perimeter =    485.93701, major_axis_length =    205.21495, minor_axis_length =     85.83135, eccentricity =      0.90833, convex_area =  13905.00000, extent =      0.55012, type = C
+    area =  15166.00000, perimeter =    502.16501, major_axis_length =    214.13986, minor_axis_length =     91.38511, eccentricity =      0.90437, convex_area =  15475.00000, extent =      0.79486, type = C
+    area =  14789.00000, perimeter =    492.95200, major_axis_length =    206.70868, minor_axis_length =     92.60357, eccentricity =      0.89404, convex_area =  15069.00000, extent =      0.74783, type = C
+    area =  11382.00000, perimeter =    418.33600, major_axis_length =    169.88297, minor_axis_length =     86.66009, eccentricity =      0.86011, convex_area =  11575.00000, extent =      0.62000, type = O
+    area =  12664.00000, perimeter =    442.85101, major_axis_length =    178.65405, minor_axis_length =     91.11916, eccentricity =      0.86016, convex_area =  12895.00000, extent =      0.67911, type = O
+    area =  13338.00000, perimeter =    462.53400, major_axis_length =    194.25833, minor_axis_length =     88.38235, eccentricity =      0.89051, convex_area =  13639.00000, extent =      0.74311, type = C
+    area =  15249.00000, perimeter =    506.04999, major_axis_length =    212.09094, minor_axis_length =     92.49422, eccentricity =      0.89990, convex_area =  15582.00000, extent =      0.78304, type = C
+    area =  13818.00000, perimeter =    475.01700, major_axis_length =    198.49921, minor_axis_length =     89.09570, eccentricity =      0.89361, convex_area =  14008.00000, extent =      0.59601, type = C
+    area =  10138.00000, perimeter =    414.00900, major_axis_length =    171.61974, minor_axis_length =     77.15939, eccentricity =      0.89323, convex_area =  10425.00000, extent =      0.56643, type = O
+    area =  11327.00000, perimeter =    423.16800, major_axis_length =    169.29546, minor_axis_length =     86.56846, eccentricity =      0.85938, convex_area =  11657.00000, extent =      0.72000, type = O
+    area =  11963.00000, perimeter =    432.29800, major_axis_length =    177.85712, minor_axis_length =     86.44563, eccentricity =      0.87394, convex_area =  12162.00000, extent =      0.80919, type = O
+    area =  15369.00000, perimeter =    499.26599, major_axis_length =    205.87529, minor_axis_length =     95.93622, eccentricity =      0.88479, convex_area =  15666.00000, extent =      0.61604, type = C
+    area =  10516.00000, perimeter =    409.55701, major_axis_length =    168.52023, minor_axis_length =     80.24091, eccentricity =      0.87936, convex_area =  10726.00000, extent =      0.63641, type = O
+    area =  13811.00000, perimeter =    485.69000, major_axis_length =    209.27277, minor_axis_length =     85.20029, eccentricity =      0.91337, convex_area =  14083.00000, extent =      0.69062, type = C
+    area =  13864.00000, perimeter =    491.44601, major_axis_length =    206.88370, minor_axis_length =     86.35062, eccentricity =      0.90873, convex_area =  14221.00000, extent =      0.71597, type = C
+    area =  11447.00000, perimeter =    447.34601, major_axis_length =    190.38905, minor_axis_length =     79.03822, eccentricity =      0.90976, convex_area =  11753.00000, extent =      0.54354, type = C
+    area =  12279.00000, perimeter =    455.41501, major_axis_length =    191.65334, minor_axis_length =     82.47570, eccentricity =      0.90267, convex_area =  12549.00000, extent =      0.59204, type = O
+    area =  15009.00000, perimeter =    502.48801, major_axis_length =    211.09036, minor_axis_length =     91.76154, eccentricity =      0.90057, convex_area =  15370.00000, extent =      0.61575, type = C
+    area =  15594.00000, perimeter =    515.66101, major_axis_length =    216.53427, minor_axis_length =     93.27998, eccentricity =      0.90245, convex_area =  16029.00000, extent =      0.66667, type = C
+    area =  14625.00000, perimeter =    497.25201, major_axis_length =    212.79851, minor_axis_length =     88.36369, eccentricity =      0.90971, convex_area =  14924.00000, extent =      0.54895, type = C
+    area =  13090.00000, perimeter =    472.94501, major_axis_length =    202.60158, minor_axis_length =     83.23018, eccentricity =      0.91172, convex_area =  13331.00000, extent =      0.77529, type = C
+    area =  12136.00000, perimeter =    455.42899, major_axis_length =    195.57040, minor_axis_length =     80.09987, eccentricity =      0.91228, convex_area =  12334.00000, extent =      0.77230, type = O
+    area =  15285.00000, perimeter =    516.46698, major_axis_length =    216.28044, minor_axis_length =     91.34657, eccentricity =      0.90643, convex_area =  15704.00000, extent =      0.58788, type = C
+    area =  15199.00000, perimeter =    489.54401, major_axis_length =    205.31573, minor_axis_length =     94.80870, eccentricity =      0.88700, convex_area =  15419.00000, extent =      0.76400, type = C
+    area =  10192.00000, perimeter =    404.18201, major_axis_length =    171.13255, minor_axis_length =     76.47445, eccentricity =      0.89460, convex_area =  10346.00000, extent =      0.61059, type = O
+    area =  11393.00000, perimeter =    428.27899, major_axis_length =    177.33170, minor_axis_length =     82.80523, eccentricity =      0.88428, convex_area =  11627.00000, extent =      0.69402, type = O
+    area =  16122.00000, perimeter =    539.00000, major_axis_length =    233.91351, minor_axis_length =     89.53108, eccentricity =      0.92385, convex_area =  16440.00000, extent =      0.51116, type = C
+    area =  10527.00000, perimeter =    408.97800, major_axis_length =    170.89001, minor_axis_length =     79.37978, eccentricity =      0.88557, convex_area =  10692.00000, extent =      0.65102, type = O
+    area =  12647.00000, perimeter =    451.05600, major_axis_length =    180.34435, minor_axis_length =     91.42809, eccentricity =      0.86197, convex_area =  13120.00000, extent =      0.65860, type = O
+    area =  15133.00000, perimeter =    503.21899, major_axis_length =    216.57503, minor_axis_length =     89.47614, eccentricity =      0.91067, convex_area =  15359.00000, extent =      0.59261, type = C
+    area =  11219.00000, perimeter =    433.71301, major_axis_length =    180.31642, minor_axis_length =     80.25338, eccentricity =      0.89550, convex_area =  11485.00000, extent =      0.70049, type = O
+    area =  12408.00000, perimeter =    437.01401, major_axis_length =    179.74117, minor_axis_length =     88.82961, eccentricity =      0.86934, convex_area =  12598.00000, extent =      0.63693, type = O
+    area =  13173.00000, perimeter =    467.47601, major_axis_length =    194.67645, minor_axis_length =     87.36396, eccentricity =      0.89365, convex_area =  13443.00000, extent =      0.57316, type = C
+    area =  12053.00000, perimeter =    440.97800, major_axis_length =    180.09575, minor_axis_length =     86.76285, eccentricity =      0.87630, convex_area =  12351.00000, extent =      0.59049, type = O
diff --git a/build/run_0/regress.stt b/build/run_0/regress.stt
index 8be8ebf..f5ddd1b 100644
--- a/build/run_0/regress.stt
+++ b/build/run_0/regress.stt
@@ -1,6 +1,26 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9621	0.9980	0.0000	17.092	3.272	1	0	83	6	0.9621	0.9980	0.0000	17.092	3.272	1	0	83	6	
-1	0	0.9980	0.9981	0.9974	13.764	3.100	5	2	41	7	0.9801	0.9981	0.0000	15.428	3.186	5	2	83	6	
-2	0	0.9940	0.9981	0.0000	13.336	3.108	5	2	26	7	0.9847	0.9981	0.0000	14.731	3.160	5	2	83	6	
-3	0	0.9900	0.9981	0.0000	13.724	3.316	5	2	11	4	0.9860	0.9981	0.0000	14.479	3.199	5	2	83	6	
-4	0	0.9940	0.9981	0.0000	13.592	3.296	5	2	26	7	0.9876	0.9981	0.0000	14.302	3.218	5	2	83	6	
+0	0	0.9494	0.9987	0.0000	17.540	3.342	3	1	54	6	0.9494	0.9987	0.0000	17.540	3.342	3	1	54	6	
+1	0	0.9918	0.9987	0.0000	14.852	3.390	3	1	42	9	0.9706	0.9987	0.0000	16.196	3.366	3	1	54	6	
+2	0	0.9930	0.9987	0.0000	15.089	3.624	3	1	22	7	0.9780	0.9987	0.0000	15.827	3.452	3	1	54	6	
+3	0	0.9905	0.9987	0.0000	14.701	3.684	3	1	10	3	0.9812	0.9987	0.0000	15.546	3.510	3	1	54	6	
+4	0	0.9918	0.9987	0.0000	13.991	3.612	3	1	26	5	0.9833	0.9987	0.0000	15.235	3.530	3	1	54	6	
+5	0	0.9943	0.9987	0.0000	12.921	3.482	3	1	34	11	0.9851	0.9987	0.0000	14.849	3.522	3	1	54	6	
+6	0	0.9943	0.9987	0.0000	12.283	3.369	3	1	36	9	0.9864	0.9987	0.0000	14.482	3.501	3	1	54	6	
+7	0	0.9955	0.9987	0.0000	11.341	3.292	3	1	25	7	0.9876	0.9987	0.0000	14.090	3.475	3	1	54	6	
+8	0	0.9943	0.9987	0.0000	11.606	3.379	3	1	68	7	0.9883	0.9987	0.0000	13.814	3.464	3	1	54	6	
+9	0	0.9968	0.9987	0.0000	11.026	3.283	3	1	26	7	0.9892	0.9987	0.0000	13.535	3.446	3	1	54	6	
+10	0	0.9980	0.9987	0.9980	9.586	3.064	3	1	28	6	0.9900	0.9987	0.0000	13.176	3.411	3	1	54	6	
+11	0	0.9955	0.9987	0.0000	9.261	2.975	3	1	22	7	0.9904	0.9987	0.0000	12.850	3.375	3	1	54	6	
+12	0	0.9980	0.9987	0.9980	8.946	2.874	3	1	26	6	0.9910	0.9987	0.0000	12.550	3.336	3	1	54	6	
+13	0	0.9943	0.9987	0.0000	8.412	2.699	3	1	40	8	0.9912	0.9987	0.0000	12.254	3.291	3	1	54	6	
+14	0	0.9980	0.9987	0.9979	8.399	2.750	3	1	4	2	0.9917	0.9987	0.0000	11.997	3.255	3	1	54	6	
+15	0	0.9955	0.9987	0.0000	8.186	2.714	3	1	10	4	0.9919	0.9987	0.0000	11.759	3.221	3	1	54	6	
+16	0	0.9980	0.9987	0.9980	7.811	2.664	3	1	14	6	0.9923	0.9987	0.0000	11.527	3.188	3	1	54	6	
+17	0	0.9980	0.9987	0.9970	7.395	2.589	3	1	41	8	0.9926	0.9987	0.0000	11.297	3.155	3	1	54	6	
+18	0	0.9980	0.9987	0.9979	6.856	2.509	3	1	8	3	0.9929	0.9987	0.0000	11.063	3.121	3	1	54	6	
+19	0	0.9980	0.9987	0.9980	6.385	2.384	3	1	9	4	0.9931	0.9987	0.0000	10.829	3.084	3	1	54	6	
+20	0	0.9968	0.9987	0.0000	6.059	2.286	3	1	26	8	0.9933	0.9987	0.0000	10.602	3.046	3	1	54	6	
+21	0	0.9980	0.9987	0.9953	5.741	2.175	3	1	12	4	0.9935	0.9987	0.0000	10.381	3.006	3	1	54	6	
+22	0	0.9980	0.9987	0.9977	5.888	2.220	3	1	18	7	0.9937	0.9987	0.0000	10.186	2.972	3	1	54	6	
+23	0	0.9955	0.9987	0.0000	5.747	2.159	3	1	32	9	0.9938	0.9987	0.0000	10.001	2.938	3	1	54	6	
+24	0	0.9968	0.9987	0.0000	5.289	2.054	3	1	18	7	0.9939	0.9987	0.0000	9.813	2.903	3	1	54	6	
diff --git a/build/run_0/regress.sys b/build/run_0/regress.sys
index cad70c3..482c398 100644
--- a/build/run_0/regress.sys
+++ b/build/run_0/regress.sys
@@ -14,26 +14,112 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 0.
+    no random number seed specfied; using 1320.
 creating initial population(s):
-    338 trees were generated to fill the population of 250 (250 trees).
+    1067 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+    evaluation complete.  (7s wall)
+    breeding complete.    (1s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (4s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 4.
+    evaluation complete.  (7s wall)
+    breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (6s wall)
+    breeding complete.    (0s wall)
+=== generation 6.
+    evaluation complete.  (5s wall)
+    breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (4s wall)
+    breeding complete.    (1s wall)
+=== generation 11.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (1s wall)
+    breeding complete.    (1s wall)
+=== generation 17.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      5901059
+               freed:      5853059
+           not freed:      48000
+       max allocated:      450318
+    malloc'ed blocks:      77991
+   realloc'ed blocks:      7
+      free'ed blocks:      77985
+
+------- time -------
+             overall:      74s wall
+          evaluation:      56s wall
+            breeding:      3s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2233
+               freed:      2233
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_1/regress.bst b/build/run_1/regress.bst
index 596df6c..8fa1509 100644
--- a/build/run_1/regress.bst
+++ b/build/run_1/regress.bst
@@ -1,20 +1,20 @@
 === BEST-OF-RUN ===
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 TREE-equ:
-y = log((exp(major) * exp((minor / log(eccentricity)))))
+y = ((eccentricity / minor) + log(exp(((convex - extent) * (0.83082 - eccentricity)))))
diff --git a/build/run_1/regress.fn b/build/run_1/regress.fn
index dc16311..6918dbf 100644
--- a/build/run_1/regress.fn
+++ b/build/run_1/regress.fn
@@ -1,14 +1,14 @@
-Hits: 2442, Total Size: 2810, Percent Hit: 86.903915
-CC: 1002
-CO: 119
-OO: 1440
-OC: 249
-Fitness: 0.998871
-Hits: 885
+Hits: 2388, Total Size: 2810, Percent Hit: 84.982206
+CC: 1032
+CO: 106
+OO: 1356
+OC: 316
+Fitness: 0.998841
+Hits: 862
 
 
-y = log((exp(major) * exp((minor / log(eccentricity)))))
+y = ((eccentricity / minor) + log(exp(((convex - extent) * (0.83082 - eccentricity)))))
 
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
diff --git a/build/run_1/regress.his b/build/run_1/regress.his
index 5071f8a..5fa08dd 100644
--- a/build/run_1/regress.his
+++ b/build/run_1/regress.his
@@ -1,508 +1,692 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+                   nodes: 64
+                   depth: 6
+                    hits: 700
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 700
+             raw fitness: 700.0000
+    standardized fitness: 700.0000
+        adjusted fitness: 0.9986
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (* (- (- (* (exp (* major eccentricity))
+             (+ (exp major)
+                (- perimeter convex)))
+          (exp (+ (+ perimeter major)
+                  (- extent minor))))
+       (+ (log (exp (- minor convex)))
+          (log (exp (/ area convex)))))
+    (/ (/ (* (/ (+ area extent)
+                (log minor))
+             (exp (- minor eccentricity)))
+          (+ (exp (/ perimeter extent))
+             (+ (+ perimeter perimeter)
+                (* extent perimeter))))
+       (log (exp (log (* minor eccentricity))))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+                   nodes: 64
+                   depth: 6
+                    hits: 700
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 700
+             raw fitness: 700.0000
+    standardized fitness: 700.0000
+        adjusted fitness: 0.9986
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (* (- (- (* (exp (* major eccentricity))
+             (+ (exp major)
+                (- perimeter convex)))
+          (exp (+ (+ perimeter major)
+                  (- extent minor))))
+       (+ (log (exp (- minor convex)))
+          (log (exp (/ area convex)))))
+    (/ (/ (* (/ (+ area extent)
+                (log minor))
+             (exp (- minor eccentricity)))
+          (+ (exp (/ perimeter extent))
+             (+ (+ perimeter perimeter)
+                (* extent perimeter))))
+       (log (exp (log (* minor eccentricity))))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+                   nodes: 64
+                   depth: 6
+                    hits: 700
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 700
+             raw fitness: 700.0000
+    standardized fitness: 700.0000
+        adjusted fitness: 0.9986
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (* (- (- (* (exp (* major eccentricity))
+             (+ (exp major)
+                (- perimeter convex)))
+          (exp (+ (+ perimeter major)
+                  (- extent minor))))
+       (+ (log (exp (- minor convex)))
+          (log (exp (/ area convex)))))
+    (/ (/ (* (/ (+ area extent)
+                (log minor))
+             (exp (- minor eccentricity)))
+          (+ (exp (/ perimeter extent))
+             (+ (+ perimeter perimeter)
+                (* extent perimeter))))
+       (log (exp (log (* minor eccentricity))))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+              generation: 3
+                   nodes: 7
+                   depth: 2
+                    hits: 786
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 786
+             raw fitness: 786.0000
+    standardized fitness: 786.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (/ (+ -0.88689 eccentricity)
+    (/ extent eccentricity))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+              generation: 3
+                   nodes: 7
+                   depth: 2
+                    hits: 786
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 786
+             raw fitness: 786.0000
+    standardized fitness: 786.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (/ (+ -0.88689 eccentricity)
+    (/ extent eccentricity))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+              generation: 3
+                   nodes: 7
+                   depth: 2
+                    hits: 786
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 786
+             raw fitness: 786.0000
+    standardized fitness: 786.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (/ (+ -0.88689 eccentricity)
+    (/ extent eccentricity))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+              generation: 3
+                   nodes: 7
+                   depth: 2
+                    hits: 786
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 786
+             raw fitness: 786.0000
+    standardized fitness: 786.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (/ (+ -0.88689 eccentricity)
+    (/ extent eccentricity))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+              generation: 3
+                   nodes: 7
+                   depth: 2
+                    hits: 786
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 786
+             raw fitness: 786.0000
+    standardized fitness: 786.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (/ (+ -0.88689 eccentricity)
+    (/ extent eccentricity))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 670
+              generation: 3
+                   nodes: 7
+                   depth: 2
+                    hits: 786
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 786
+             raw fitness: 786.0000
+    standardized fitness: 786.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (/ (+ -0.88689 eccentricity)
+    (/ extent eccentricity))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 0
-                   nodes: 24
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 670
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 0
-                   nodes: 24
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 670
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 670
-             raw fitness: 670.0000
-    standardized fitness: 670.0000
-        adjusted fitness: 0.9985
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (/ (- (/ (- perimeter area)
-               (- area area))
-            (+ (log major)
-               (+ 0.39296 0.03396)))
-         (log (/ (/ convex major)
-                 (/ -0.42737 extent)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 15
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 16
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 17
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 18
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 19
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 20
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 21
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 22
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 23
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
 === BEST-OF-RUN ===
       current generation: 24
-              generation: 11
-                   nodes: 9
+              generation: 9
+                   nodes: 13
                    depth: 5
-                    hits: 885
+                    hits: 862
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 885
-             raw fitness: 885.0000
-    standardized fitness: 885.0000
-        adjusted fitness: 0.9989
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
 TREE:
- (log (* (exp major)
-         (exp (/ minor
-                 (log eccentricity)))))
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 25
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 26
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 27
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 28
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 29
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 30
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 31
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 32
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 33
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
+=== BEST-OF-RUN ===
+      current generation: 34
+              generation: 9
+                   nodes: 13
+                   depth: 5
+                    hits: 862
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 862
+             raw fitness: 862.0000
+    standardized fitness: 862.0000
+        adjusted fitness: 0.9988
+TREE:
+ (+ (/ eccentricity minor)
+    (log (exp (* (- convex extent)
+                 (- 0.83082 eccentricity)))))
diff --git a/build/run_1/regress.prg b/build/run_1/regress.prg
index 3777820..0b314ea 100644
--- a/build/run_1/regress.prg
+++ b/build/run_1/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  14022.00000, perimeter =    483.01901, major_axis_length =    204.48296, minor_axis_length =     88.56927, eccentricity =      0.90133, convex_area =  14358.00000, extent =      0.70473, type = C
-    area =  14968.00000, perimeter =    514.80103, major_axis_length =    220.22400, minor_axis_length =     87.73534, eccentricity =      0.91722, convex_area =  15438.00000, extent =      0.74092, type = C
-    area =  15007.00000, perimeter =    500.30701, major_axis_length =    210.71776, minor_axis_length =     92.17046, eccentricity =      0.89926, convex_area =  15431.00000, extent =      0.58077, type = C
-    area =  11719.00000, perimeter =    430.51199, major_axis_length =    175.51746, minor_axis_length =     86.51001, eccentricity =      0.87009, convex_area =  12000.00000, extent =      0.69931, type = O
-    area =  11396.00000, perimeter =    446.28299, major_axis_length =    192.23241, minor_axis_length =     76.52646, eccentricity =      0.91734, convex_area =  11692.00000, extent =      0.64515, type = C
-    area =  11051.00000, perimeter =    421.34799, major_axis_length =    166.91263, minor_axis_length =     85.74883, eccentricity =      0.85795, convex_area =  11421.00000, extent =      0.69333, type = O
-    area =  10901.00000, perimeter =    410.39001, major_axis_length =    174.69858, minor_axis_length =     79.86489, eccentricity =      0.88939, convex_area =  11038.00000, extent =      0.82696, type = O
-    area =  14489.00000, perimeter =    496.38501, major_axis_length =    210.03639, minor_axis_length =     88.53156, eccentricity =      0.90683, convex_area =  14843.00000, extent =      0.61535, type = C
-    area =  16559.00000, perimeter =    524.12903, major_axis_length =    223.63762, minor_axis_length =     94.94791, eccentricity =      0.90540, convex_area =  16961.00000, extent =      0.77509, type = C
-    area =  12135.00000, perimeter =    432.81299, major_axis_length =    180.87585, minor_axis_length =     86.05373, eccentricity =      0.87957, convex_area =  12304.00000, extent =      0.64305, type = O
-    area =  13928.00000, perimeter =    479.72400, major_axis_length =    204.43028, minor_axis_length =     87.08270, eccentricity =      0.90473, convex_area =  14158.00000, extent =      0.56627, type = C
-    area =  13460.00000, perimeter =    451.04800, major_axis_length =    181.47499, minor_axis_length =     95.35158, eccentricity =      0.85084, convex_area =  13697.00000, extent =      0.72600, type = O
-    area =  10796.00000, perimeter =    410.10999, major_axis_length =    165.73335, minor_axis_length =     84.24877, eccentricity =      0.86116, convex_area =  11060.00000, extent =      0.68002, type = O
-    area =  11701.00000, perimeter =    432.97601, major_axis_length =    184.51923, minor_axis_length =     81.00479, eccentricity =      0.89848, convex_area =  11887.00000, extent =      0.76010, type = O
-    area =  12958.00000, perimeter =    445.69699, major_axis_length =    178.81097, minor_axis_length =     93.66616, eccentricity =      0.85182, convex_area =  13223.00000, extent =      0.71198, type = O
-    area =  14435.00000, perimeter =    491.90399, major_axis_length =    207.46263, minor_axis_length =     89.70563, eccentricity =      0.90168, convex_area =  14842.00000, extent =      0.57798, type = C
-    area =  10286.00000, perimeter =    406.71301, major_axis_length =    171.05067, minor_axis_length =     77.44872, eccentricity =      0.89162, convex_area =  10469.00000, extent =      0.61845, type = O
-    area =  14944.00000, perimeter =    500.23801, major_axis_length =    209.55765, minor_axis_length =     91.52841, eccentricity =      0.89957, convex_area =  15255.00000, extent =      0.62896, type = C
-    area =  12676.00000, perimeter =    431.76999, major_axis_length =    172.60965, minor_axis_length =     94.47388, eccentricity =      0.83692, convex_area =  12872.00000, extent =      0.73103, type = O
-    area =  12465.00000, perimeter =    451.51501, major_axis_length =    190.45494, minor_axis_length =     84.16370, eccentricity =      0.89706, convex_area =  12640.00000, extent =      0.59596, type = O
-    area =  12579.00000, perimeter =    452.21701, major_axis_length =    191.24318, minor_axis_length =     84.36917, eccentricity =      0.89743, convex_area =  12889.00000, extent =      0.60029, type = C
-    area =  11859.00000, perimeter =    436.25299, major_axis_length =    184.63538, minor_axis_length =     82.17491, eccentricity =      0.89550, convex_area =  12049.00000, extent =      0.64814, type = O
-    area =  14938.00000, perimeter =    502.68701, major_axis_length =    209.64473, minor_axis_length =     92.03596, eccentricity =      0.89848, convex_area =  15331.00000, extent =      0.63520, type = C
-    area =  14751.00000, perimeter =    499.02100, major_axis_length =    214.03714, minor_axis_length =     88.62865, eccentricity =      0.91024, convex_area =  14955.00000, extent =      0.55268, type = C
-    area =  13657.00000, perimeter =    469.23700, major_axis_length =    193.10742, minor_axis_length =     90.77804, eccentricity =      0.88262, convex_area =  13930.00000, extent =      0.61535, type = C
-    area =   9751.00000, perimeter =    412.59799, major_axis_length =    175.45064, minor_axis_length =     71.44276, eccentricity =      0.91334, convex_area =  10034.00000, extent =      0.71436, type = O
-    area =  11274.00000, perimeter =    426.85001, major_axis_length =    177.39810, minor_axis_length =     82.00110, eccentricity =      0.88675, convex_area =  11539.00000, extent =      0.63533, type = O
-    area =  13888.00000, perimeter =    481.74799, major_axis_length =    205.74632, minor_axis_length =     87.00280, eccentricity =      0.90619, convex_area =  14178.00000, extent =      0.58510, type = C
-    area =  11440.00000, perimeter =    425.75201, major_axis_length =    170.70784, minor_axis_length =     87.12856, eccentricity =      0.85994, convex_area =  11816.00000, extent =      0.61216, type = O
-    area =  11080.00000, perimeter =    424.76901, major_axis_length =    175.18169, minor_axis_length =     81.33550, eccentricity =      0.88568, convex_area =  11337.00000, extent =      0.58291, type = O
-    area =  10761.00000, perimeter =    429.01801, major_axis_length =    183.56711, minor_axis_length =     75.22785, eccentricity =      0.91217, convex_area =  11031.00000, extent =      0.57880, type = C
-    area =  12536.00000, perimeter =    475.14600, major_axis_length =    205.76595, minor_axis_length =     78.26070, eccentricity =      0.92485, convex_area =  12798.00000, extent =      0.69490, type = C
-    area =  11485.00000, perimeter =    429.39099, major_axis_length =    173.49945, minor_axis_length =     85.60889, eccentricity =      0.86979, convex_area =  11758.00000, extent =      0.60575, type = O
-    area =  12103.00000, perimeter =    439.21799, major_axis_length =    181.98512, minor_axis_length =     85.55490, eccentricity =      0.88260, convex_area =  12339.00000, extent =      0.59928, type = O
-    area =  11577.00000, perimeter =    418.76001, major_axis_length =    168.28864, minor_axis_length =     89.30425, eccentricity =      0.84758, convex_area =  11746.00000, extent =      0.80609, type = O
-    area =  12387.00000, perimeter =    444.22501, major_axis_length =    178.09758, minor_axis_length =     90.58177, eccentricity =      0.86100, convex_area =  12753.00000, extent =      0.64328, type = O
-    area =  13372.00000, perimeter =    472.17001, major_axis_length =    197.78036, minor_axis_length =     87.60531, eccentricity =      0.89655, convex_area =  13750.00000, extent =      0.60735, type = C
-    area =  11746.00000, perimeter =    450.82901, major_axis_length =    194.19092, minor_axis_length =     77.74390, eccentricity =      0.91636, convex_area =  11953.00000, extent =      0.55521, type = C
-    area =  10763.00000, perimeter =    416.01700, major_axis_length =    171.06178, minor_axis_length =     80.66742, eccentricity =      0.88183, convex_area =  10951.00000, extent =      0.59504, type = O
-    area =  14551.00000, perimeter =    502.11200, major_axis_length =    208.19244, minor_axis_length =     90.84801, eccentricity =      0.89977, convex_area =  14962.00000, extent =      0.55802, type = C
-    area =  11962.00000, perimeter =    429.18100, major_axis_length =    175.88785, minor_axis_length =     87.96854, eccentricity =      0.86594, convex_area =  12152.00000, extent =      0.78568, type = O
-    area =  11125.00000, perimeter =    420.20901, major_axis_length =    173.17194, minor_axis_length =     82.77818, eccentricity =      0.87835, convex_area =  11408.00000, extent =      0.64214, type = O
-    area =  11046.00000, perimeter =    423.49799, major_axis_length =    183.45500, minor_axis_length =     76.97342, eccentricity =      0.90772, convex_area =  11198.00000, extent =      0.82279, type = O
-    area =  12473.00000, perimeter =    470.34000, major_axis_length =    202.44283, minor_axis_length =     79.02430, eccentricity =      0.92066, convex_area =  12806.00000, extent =      0.52598, type = C
-    area =  15655.00000, perimeter =    488.90302, major_axis_length =    199.55669, minor_axis_length =    101.02621, eccentricity =      0.86238, convex_area =  15880.00000, extent =      0.63375, type = C
-    area =  13468.00000, perimeter =    475.39801, major_axis_length =    199.75359, minor_axis_length =     87.04467, eccentricity =      0.90006, convex_area =  13817.00000, extent =      0.57007, type = C
-    area =  13964.00000, perimeter =    480.02600, major_axis_length =    199.82314, minor_axis_length =     90.06547, eccentricity =      0.89266, convex_area =  14298.00000, extent =      0.65775, type = C
-    area =  14871.00000, perimeter =    487.61801, major_axis_length =    204.19110, minor_axis_length =     93.79977, eccentricity =      0.88824, convex_area =  15067.00000, extent =      0.76308, type = C
-    area =  11614.00000, perimeter =    437.65601, major_axis_length =    184.90213, minor_axis_length =     81.87991, eccentricity =      0.89661, convex_area =  11812.00000, extent =      0.81812, type = O
-    area =  11542.00000, perimeter =    424.51599, major_axis_length =    171.50450, minor_axis_length =     87.68061, eccentricity =      0.85944, convex_area =  11811.00000, extent =      0.69952, type = O
-    area =  12735.00000, perimeter =    441.38000, major_axis_length =    174.73752, minor_axis_length =     94.10660, eccentricity =      0.84259, convex_area =  13066.00000, extent =      0.69743, type = O
-    area =  12663.00000, perimeter =    441.28799, major_axis_length =    180.87674, minor_axis_length =     89.98505, eccentricity =      0.86747, convex_area =  12833.00000, extent =      0.71644, type = O
-    area =  12558.00000, perimeter =    453.22900, major_axis_length =    192.45639, minor_axis_length =     84.11143, eccentricity =      0.89944, convex_area =  12747.00000, extent =      0.78684, type = O
-    area =  13319.00000, perimeter =    468.23199, major_axis_length =    192.92725, minor_axis_length =     89.33763, eccentricity =      0.88632, convex_area =  13694.00000, extent =      0.69522, type = C
-    area =  13935.00000, perimeter =    483.24399, major_axis_length =    196.78610, minor_axis_length =     91.71785, eccentricity =      0.88474, convex_area =  14428.00000, extent =      0.59323, type = C
-    area =  16263.00000, perimeter =    546.56201, major_axis_length =    230.95955, minor_axis_length =     91.65092, eccentricity =      0.91789, convex_area =  16796.00000, extent =      0.57123, type = C
-    area =  14566.00000, perimeter =    498.02600, major_axis_length =    208.22543, minor_axis_length =     90.54054, eccentricity =      0.90052, convex_area =  14927.00000, extent =      0.56083, type = C
-    area =  13933.00000, perimeter =    483.93201, major_axis_length =    207.20593, minor_axis_length =     86.29932, eccentricity =      0.90914, convex_area =  14238.00000, extent =      0.58839, type = C
-    area =  10657.00000, perimeter =    412.83899, major_axis_length =    171.12416, minor_axis_length =     80.39784, eccentricity =      0.88276, convex_area =  10879.00000, extent =      0.72482, type = O
-    area =  15526.00000, perimeter =    514.39099, major_axis_length =    216.91858, minor_axis_length =     91.82958, eccentricity =      0.90597, convex_area =  15936.00000, extent =      0.58085, type = C
-    area =  16146.00000, perimeter =    509.33200, major_axis_length =    213.62003, minor_axis_length =     96.64880, eccentricity =      0.89180, convex_area =  16404.00000, extent =      0.59676, type = C
-    area =  12422.00000, perimeter =    444.08499, major_axis_length =    183.13438, minor_axis_length =     86.95216, eccentricity =      0.88009, convex_area =  12658.00000, extent =      0.62341, type = O
-    area =  13340.00000, perimeter =    474.68201, major_axis_length =    201.38533, minor_axis_length =     85.88859, eccentricity =      0.90449, convex_area =  13603.00000, extent =      0.70166, type = O
-    area =  12152.00000, perimeter =    447.91699, major_axis_length =    185.24631, minor_axis_length =     85.78561, eccentricity =      0.88631, convex_area =  12449.00000, extent =      0.57538, type = O
-    area =  13058.00000, perimeter =    451.31400, major_axis_length =    181.87367, minor_axis_length =     92.20594, eccentricity =      0.86196, convex_area =  13310.00000, extent =      0.62809, type = O
-    area =  12509.00000, perimeter =    464.50900, major_axis_length =    201.53149, minor_axis_length =     79.65081, eccentricity =      0.91858, convex_area =  12703.00000, extent =      0.54482, type = C
-    area =  12345.00000, perimeter =    448.76901, major_axis_length =    180.52049, minor_axis_length =     88.84285, eccentricity =      0.87051, convex_area =  12676.00000, extent =      0.59500, type = O
-    area =  11392.00000, perimeter =    424.52399, major_axis_length =    172.19817, minor_axis_length =     85.84372, eccentricity =      0.86688, convex_area =  11707.00000, extent =      0.67810, type = O
-    area =  13688.00000, perimeter =    481.31400, major_axis_length =    204.30884, minor_axis_length =     86.37804, eccentricity =      0.90623, convex_area =  14024.00000, extent =      0.78939, type = C
-    area =  13669.00000, perimeter =    481.66901, major_axis_length =    201.90663, minor_axis_length =     87.06825, eccentricity =      0.90224, convex_area =  14065.00000, extent =      0.55837, type = C
-    area =  11327.00000, perimeter =    415.81500, major_axis_length =    171.68102, minor_axis_length =     84.50090, eccentricity =      0.87048, convex_area =  11497.00000, extent =      0.80276, type = O
-    area =  13885.00000, perimeter =    479.28799, major_axis_length =    198.09418, minor_axis_length =     90.59052, eccentricity =      0.88931, convex_area =  14271.00000, extent =      0.78713, type = C
-    area =  13677.00000, perimeter =    467.24799, major_axis_length =    191.01180, minor_axis_length =     91.82099, eccentricity =      0.87688, convex_area =  13901.00000, extent =      0.65503, type = O
-    area =  11365.00000, perimeter =    421.17599, major_axis_length =    179.13287, minor_axis_length =     81.11464, eccentricity =      0.89160, convex_area =  11499.00000, extent =      0.65204, type = O
-    area =  14557.00000, perimeter =    492.41299, major_axis_length =    205.10664, minor_axis_length =     91.44973, eccentricity =      0.89510, convex_area =  14961.00000, extent =      0.73565, type = C
-    area =  13117.00000, perimeter =    451.86801, major_axis_length =    173.72090, minor_axis_length =     98.30622, eccentricity =      0.82448, convex_area =  13453.00000, extent =      0.65562, type = O
-    area =   8679.00000, perimeter =    380.60101, major_axis_length =    158.23526, minor_axis_length =     70.78799, eccentricity =      0.89435, convex_area =   8889.00000, extent =      0.71804, type = O
-    area =  12518.00000, perimeter =    473.38400, major_axis_length =    203.92206, minor_axis_length =     80.00767, eccentricity =      0.91982, convex_area =  12778.00000, extent =      0.68033, type = C
-    area =  15484.00000, perimeter =    504.81900, major_axis_length =    211.28806, minor_axis_length =     94.47181, eccentricity =      0.89447, convex_area =  15795.00000, extent =      0.67912, type = C
-    area =  12930.00000, perimeter =    474.07800, major_axis_length =    205.35634, minor_axis_length =     80.71208, eccentricity =      0.91952, convex_area =  13181.00000, extent =      0.74063, type = C
-    area =  11672.00000, perimeter =    435.71399, major_axis_length =    179.92755, minor_axis_length =     83.97663, eccentricity =      0.88440, convex_area =  11941.00000, extent =      0.65776, type = O
-    area =  14536.00000, perimeter =    501.92099, major_axis_length =    216.37054, minor_axis_length =     86.67999, eccentricity =      0.91625, convex_area =  14988.00000, extent =      0.54405, type = C
-    area =  13167.00000, perimeter =    466.66400, major_axis_length =    197.12506, minor_axis_length =     86.21641, eccentricity =      0.89928, convex_area =  13448.00000, extent =      0.58099, type = C
-    area =  11742.00000, perimeter =    437.90302, major_axis_length =    182.25706, minor_axis_length =     83.00418, eccentricity =      0.89027, convex_area =  11974.00000, extent =      0.58890, type = O
-    area =  14053.00000, perimeter =    482.08401, major_axis_length =    204.37863, minor_axis_length =     88.23911, eccentricity =      0.90200, convex_area =  14316.00000, extent =      0.71335, type = C
-    area =  13806.00000, perimeter =    490.51001, major_axis_length =    209.72084, minor_axis_length =     85.13124, eccentricity =      0.91391, convex_area =  14284.00000, extent =      0.79587, type = C
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diff --git a/build/run_1/regress.stt b/build/run_1/regress.stt
index a438154..7283eb0 100644
--- a/build/run_1/regress.stt
+++ b/build/run_1/regress.stt
@@ -1,26 +1,36 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9541	0.9985	0.0000	17.824	3.152	24	5	49	6	0.9541	0.9985	0.0000	17.824	3.152	24	5	49	6	
-1	0	0.9900	0.9985	0.0000	15.420	3.136	24	5	59	10	0.9721	0.9985	0.0000	16.622	3.144	24	5	49	6	
-2	0	0.9980	0.9985	0.9980	15.716	3.320	24	5	5	2	0.9807	0.9985	0.0000	16.320	3.203	24	5	49	6	
-3	0	0.9980	0.9985	0.9978	16.944	3.512	24	5	47	6	0.9850	0.9985	0.0000	16.476	3.280	24	5	49	6	
-4	0	0.9980	0.9985	0.9978	15.028	3.288	24	5	39	6	0.9876	0.9985	0.0000	16.186	3.282	24	5	49	6	
-5	0	0.9980	0.9985	0.9980	14.972	3.172	24	5	86	7	0.9894	0.9985	0.0000	15.984	3.263	24	5	49	6	
-6	0	0.9940	0.9985	0.0000	13.336	3.088	24	5	36	8	0.9900	0.9985	0.0000	15.606	3.238	24	5	49	6	
-7	0	0.9980	0.9985	0.9980	13.692	3.024	24	5	13	4	0.9910	0.9985	0.0000	15.367	3.212	24	5	49	6	
-8	0	0.9980	0.9985	0.9970	13.600	3.056	24	5	34	6	0.9918	0.9985	0.0000	15.170	3.194	24	5	49	6	
-9	0	0.9940	0.9985	0.0000	13.812	3.320	24	5	68	6	0.9920	0.9985	0.0000	15.034	3.207	24	5	49	6	
-10	0	0.9940	0.9985	0.0000	11.716	2.964	24	5	8	3	0.9922	0.9985	0.0000	14.733	3.185	24	5	49	6	
-11	0	0.9980	0.9989	0.9979	12.228	3.000	9	5	71	7	0.9927	0.9989	0.0000	14.524	3.169	9	5	49	6	
-12	0	0.9940	0.9989	0.0000	11.948	3.108	9	5	23	7	0.9928	0.9989	0.0000	14.326	3.165	9	5	49	6	
-13	0	0.9940	0.9989	0.0000	10.712	2.920	9	5	59	9	0.9929	0.9989	0.0000	14.068	3.147	9	5	49	6	
-14	0	0.9980	0.9989	0.9978	10.448	2.976	9	5	19	7	0.9932	0.9989	0.0000	13.826	3.136	9	5	49	6	
-15	0	0.9980	0.9989	0.9980	11.200	3.080	9	5	1	0	0.9935	0.9989	0.0000	13.662	3.132	9	5	49	6	
-16	0	0.9940	0.9989	0.0000	12.392	3.324	9	5	35	10	0.9936	0.9989	0.0000	13.588	3.144	9	5	49	6	
-17	0	0.9980	0.9989	0.9980	10.960	3.080	9	5	3	1	0.9938	0.9989	0.0000	13.442	3.140	9	5	49	6	
-18	0	0.9980	0.9989	0.9980	10.472	3.044	9	5	17	5	0.9940	0.9989	0.0000	13.285	3.135	9	5	49	6	
-19	0	0.9980	0.9989	0.9980	11.036	3.168	9	5	8	3	0.9942	0.9989	0.0000	13.173	3.137	9	5	49	6	
-20	0	0.9980	0.9989	0.9980	10.560	3.012	9	5	3	1	0.9944	0.9989	0.0000	13.048	3.131	9	5	49	6	
-21	0	0.9980	0.9989	0.9778	11.964	3.196	9	5	15	5	0.9946	0.9989	0.0000	12.999	3.134	9	5	49	6	
-22	0	0.9940	0.9989	0.0000	13.156	3.328	9	5	62	8	0.9946	0.9989	0.0000	13.006	3.142	9	5	49	6	
-23	0	0.9940	0.9989	0.0000	13.928	3.384	9	5	11	5	0.9945	0.9989	0.0000	13.044	3.152	9	5	49	6	
-24	0	0.9940	0.9989	0.0000	14.008	3.504	9	5	94	12	0.9945	0.9989	0.0000	13.083	3.166	9	5	49	6	
+0	0	0.9568	0.9986	0.0000	17.354	3.306	64	6	43	6	0.9568	0.9986	0.0000	17.354	3.306	64	6	43	6	
+1	0	0.9955	0.9986	0.0000	14.471	3.355	64	6	41	5	0.9762	0.9986	0.0000	15.912	3.331	64	6	43	6	
+2	0	0.9911	0.9986	0.0000	14.755	3.522	64	6	24	5	0.9811	0.9986	0.0000	15.527	3.395	64	6	43	6	
+3	0	0.9868	0.9987	0.0000	14.739	3.671	7	2	37	6	0.9825	0.9987	0.0000	15.330	3.464	7	2	43	6	
+4	0	0.9893	0.9987	0.0000	13.450	3.620	7	2	36	6	0.9839	0.9987	0.0000	14.954	3.495	7	2	43	6	
+5	0	0.9930	0.9987	0.0000	13.091	3.671	7	2	53	11	0.9854	0.9987	0.0000	14.643	3.524	7	2	43	6	
+6	0	0.9930	0.9987	0.0000	12.381	3.565	7	2	36	10	0.9865	0.9987	0.0000	14.320	3.530	7	2	43	6	
+7	0	0.9942	0.9987	0.0000	11.598	3.410	7	2	44	6	0.9875	0.9987	0.0000	13.980	3.515	7	2	43	6	
+8	0	0.9955	0.9987	0.0000	11.339	3.321	7	2	16	7	0.9883	0.9987	0.0000	13.686	3.494	7	2	43	6	
+9	0	0.9930	0.9988	0.0000	11.449	3.415	13	5	24	7	0.9888	0.9988	0.0000	13.463	3.486	13	5	43	6	
+10	0	0.9918	0.9988	0.0000	10.244	3.205	13	5	14	6	0.9891	0.9988	0.0000	13.170	3.460	13	5	43	6	
+11	0	0.9967	0.9988	0.0000	9.065	2.999	13	5	77	9	0.9897	0.9988	0.0000	12.828	3.422	13	5	43	6	
+12	0	0.9967	0.9988	0.0000	8.701	2.931	13	5	14	4	0.9903	0.9988	0.0000	12.510	3.384	13	5	43	6	
+13	0	0.9955	0.9988	0.0000	8.995	3.002	13	5	7	3	0.9906	0.9988	0.0000	12.259	3.357	13	5	43	6	
+14	0	0.9967	0.9988	0.0000	8.275	2.866	13	5	50	9	0.9910	0.9988	0.0000	11.994	3.324	13	5	43	6	
+15	0	0.9955	0.9988	0.0000	7.711	2.749	13	5	9	3	0.9913	0.9988	0.0000	11.726	3.288	13	5	43	6	
+16	0	0.9966	0.9988	0.0000	7.312	2.603	13	5	12	5	0.9916	0.9988	0.0000	11.466	3.248	13	5	43	6	
+17	0	0.9965	0.9988	0.0000	7.439	2.606	13	5	101	16	0.9919	0.9988	0.0000	11.243	3.212	13	5	43	6	
+18	0	0.9955	0.9988	0.0000	6.366	2.334	13	5	7	3	0.9921	0.9988	0.0000	10.986	3.166	13	5	43	6	
+19	0	0.9980	0.9988	0.9977	6.147	2.205	13	5	7	3	0.9924	0.9988	0.0000	10.744	3.118	13	5	43	6	
+20	0	0.9980	0.9988	0.9977	6.075	2.203	13	5	7	3	0.9926	0.9988	0.0000	10.522	3.074	13	5	43	6	
+21	0	0.9980	0.9988	0.9980	5.840	2.121	13	5	7	3	0.9929	0.9988	0.0000	10.309	3.031	13	5	43	6	
+22	0	0.9967	0.9988	0.0000	5.446	2.030	13	5	18	5	0.9931	0.9988	0.0000	10.098	2.987	13	5	43	6	
+23	0	0.9980	0.9988	0.9980	5.482	2.095	13	5	14	4	0.9933	0.9988	0.0000	9.905	2.950	13	5	43	6	
+24	0	0.9980	0.9988	0.9977	5.344	2.089	13	5	11	5	0.9935	0.9988	0.0000	9.723	2.916	13	5	43	6	
+25	0	0.9980	0.9988	0.9974	5.192	2.000	13	5	7	2	0.9936	0.9988	0.0000	9.549	2.881	13	5	43	6	
+26	0	0.9980	0.9988	0.9977	5.035	1.921	13	5	20	6	0.9938	0.9988	0.0000	9.381	2.845	13	5	43	6	
+27	0	0.9980	0.9988	0.9977	4.966	1.886	13	5	22	7	0.9939	0.9988	0.0000	9.224	2.811	13	5	43	6	
+28	0	0.9980	0.9988	0.9980	5.004	1.930	13	5	1	0	0.9941	0.9988	0.0000	9.078	2.780	13	5	43	6	
+29	0	0.9955	0.9988	0.0000	5.008	1.887	13	5	7	3	0.9941	0.9988	0.0000	8.943	2.751	13	5	43	6	
+30	0	0.9967	0.9988	0.0000	5.088	1.906	13	5	18	5	0.9942	0.9988	0.0000	8.818	2.723	13	5	43	6	
+31	0	0.9967	0.9988	0.0000	4.838	1.839	13	5	16	7	0.9943	0.9988	0.0000	8.694	2.696	13	5	43	6	
+32	0	0.9980	0.9988	0.9978	4.500	1.758	13	5	5	2	0.9944	0.9988	0.0000	8.567	2.667	13	5	43	6	
+33	0	0.9967	0.9988	0.0000	4.425	1.715	13	5	14	5	0.9945	0.9988	0.0000	8.445	2.639	13	5	43	6	
+34	0	0.9980	0.9988	0.9980	4.601	1.795	13	5	1	0	0.9946	0.9988	0.0000	8.335	2.615	13	5	43	6	
diff --git a/build/run_1/regress.sys b/build/run_1/regress.sys
index a75bde9..999d2e5 100644
--- a/build/run_1/regress.sys
+++ b/build/run_1/regress.sys
@@ -14,61 +14,61 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 63.
+    no random number seed specfied; using 384.
 creating initial population(s):
-    342 trees were generated to fill the population of 250 (250 trees).
+    1072 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (10s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (9s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (7s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+    evaluation complete.  (7s wall)
+    breeding complete.    (1s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 8.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 9.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (4s wall)
     breeding complete.    (0s wall)
 === generation 11.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 12.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 13.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 14.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 15.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 16.
     evaluation complete.  (0s wall)
@@ -77,23 +77,79 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 18.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+    evaluation complete.  (1s wall)
+    breeding complete.    (1s wall)
 === generation 19.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 20.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+    evaluation complete.  (1s wall)
+    breeding complete.    (1s wall)
 === generation 21.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 22.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 23.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 24.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 25.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 26.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 27.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 28.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 29.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 30.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 31.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 32.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 33.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 34.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      7415764
+               freed:      7367764
+           not freed:      48000
+       max allocated:      446517
+    malloc'ed blocks:      104891
+   realloc'ed blocks:      7
+      free'ed blocks:      104885
+
+------- time -------
+             overall:      79s wall
+          evaluation:      62s wall
+            breeding:      3s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2784
+               freed:      2784
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_2/regress.bst b/build/run_2/regress.bst
index eb8bc56..f640ce9 100644
--- a/build/run_2/regress.bst
+++ b/build/run_2/regress.bst
@@ -1,19 +1,29 @@
 === BEST-OF-RUN ===
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 TREE-equ:
-y = log((exp((0.50838 * (-0.71594 + eccentricity))) * eccentricity))
+y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218))))
diff --git a/build/run_2/regress.fn b/build/run_2/regress.fn
index db296be..6676456 100644
--- a/build/run_2/regress.fn
+++ b/build/run_2/regress.fn
@@ -1,13 +1,23 @@
-Hits: 1953, Total Size: 2810, Percent Hit: 69.501779
-CC: 386
-CO: 773
-OO: 1567
-OC: 84
-Fitness: 0.998464
-Hits: 650
+Hits: 2182, Total Size: 2810, Percent Hit: 77.651246
+CC: 846
+CO: 286
+OO: 1336
+OC: 342
+Fitness: 0.998734
+Hits: 789
 
 
-y = log((exp((0.50838 * (-0.71594 + eccentricity))) * eccentricity))
+y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218))))
 
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
diff --git a/build/run_2/regress.his b/build/run_2/regress.his
index 8df5c9d..9f04bc0 100644
--- a/build/run_2/regress.his
+++ b/build/run_2/regress.his
@@ -1,303 +1,670 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 25
+                   nodes: 26
                    depth: 4
-                    hits: 529
+                    hits: 526
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 529
-             raw fitness: 529.0000
-    standardized fitness: 529.0000
+                    hits: 526
+             raw fitness: 526.0000
+    standardized fitness: 526.0000
         adjusted fitness: 0.9981
 TREE:
- (- (- (- (+ convex major)
-          (log major))
-       (* (+ minor extent)
-          (* 0.33292 convex)))
-    (exp (log (/ convex major))))
+ (- (* (- (- convex perimeter)
+          (+ area eccentricity))
+       (exp (+ minor eccentricity)))
+    (- (* (log minor)
+          (exp 0.92127))
+       (/ (- 0.61461 major)
+          (/ eccentricity extent))))
 === BEST-OF-RUN ===
       current generation: 1
-              generation: 0
-                   nodes: 25
+              generation: 1
+                   nodes: 26
                    depth: 4
-                    hits: 529
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 529
-             raw fitness: 529.0000
-    standardized fitness: 529.0000
-        adjusted fitness: 0.9981
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (- (- (+ convex major)
-          (log major))
-       (* (+ minor extent)
-          (* 0.33292 convex)))
-    (exp (log (/ convex major))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 2
-                   nodes: 43
-                   depth: 8
-                    hits: 563
+              generation: 1
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 563
-             raw fitness: 563.0000
-    standardized fitness: 563.0000
-        adjusted fitness: 0.9982
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (exp (* (- (/ major convex)
-               (/ area area))
-            (log (/ minor eccentricity))))
-    (+ (+ (log (exp (* (+ (log area)
-                          (log extent))
-                       (- minor 0.65823))))
-          (- (* -0.31320 perimeter)
-             (exp perimeter)))
-       (+ (/ (/ minor -0.36652)
-             (exp extent))
-          (exp (exp -0.81269)))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 2
-                   nodes: 43
-                   depth: 8
-                    hits: 563
+              generation: 1
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 563
-             raw fitness: 563.0000
-    standardized fitness: 563.0000
-        adjusted fitness: 0.9982
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (exp (* (- (/ major convex)
-               (/ area area))
-            (log (/ minor eccentricity))))
-    (+ (+ (log (exp (* (+ (log area)
-                          (log extent))
-                       (- minor 0.65823))))
-          (- (* -0.31320 perimeter)
-             (exp perimeter)))
-       (+ (/ (/ minor -0.36652)
-             (exp extent))
-          (exp (exp -0.81269)))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 2
-                   nodes: 43
-                   depth: 8
-                    hits: 563
+              generation: 1
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 563
-             raw fitness: 563.0000
-    standardized fitness: 563.0000
-        adjusted fitness: 0.9982
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (exp (* (- (/ major convex)
-               (/ area area))
-            (log (/ minor eccentricity))))
-    (+ (+ (log (exp (* (+ (log area)
-                          (log extent))
-                       (- minor 0.65823))))
-          (- (* -0.31320 perimeter)
-             (exp perimeter)))
-       (+ (/ (/ minor -0.36652)
-             (exp extent))
-          (exp (exp -0.81269)))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 1
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 5
-                   nodes: 9
-                   depth: 5
-                    hits: 650
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 650
-             raw fitness: 650.0000
-    standardized fitness: 650.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (* (exp (* 0.50838
-                 (+ -0.71594 eccentricity))) eccentricity))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
diff --git a/build/run_2/regress.prg b/build/run_2/regress.prg
index 79be8ac..eb18d15 100644
--- a/build/run_2/regress.prg
+++ b/build/run_2/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  13680.00000, perimeter =    473.08600, major_axis_length =    194.94038, minor_axis_length =     91.22505, eccentricity =      0.88375, convex_area =  14077.00000, extent =      0.77949, type = C
-    area =  13023.00000, perimeter =    480.44800, major_axis_length =    205.31209, minor_axis_length =     82.03385, eccentricity =      0.91671, convex_area =  13444.00000, extent =      0.63243, type = C
-    area =  11339.00000, perimeter =    423.97000, major_axis_length =    171.70662, minor_axis_length =     85.35773, eccentricity =      0.86769, convex_area =  11531.00000, extent =      0.67919, type = O
-    area =  13481.00000, perimeter =    447.92099, major_axis_length =    182.98514, minor_axis_length =     94.36719, eccentricity =      0.85676, convex_area =  13647.00000, extent =      0.78078, type = O
-    area =  10820.00000, perimeter =    424.78101, major_axis_length =    178.76576, minor_axis_length =     78.07856, eccentricity =      0.89958, convex_area =  11081.00000, extent =      0.71485, type = O
-    area =  10085.00000, perimeter =    404.67999, major_axis_length =    168.40106, minor_axis_length =     77.30437, eccentricity =      0.88841, convex_area =  10342.00000, extent =      0.57171, type = O
-    area =  16146.00000, perimeter =    509.33200, major_axis_length =    213.62003, minor_axis_length =     96.64880, eccentricity =      0.89180, convex_area =  16404.00000, extent =      0.59676, type = C
-    area =  11490.00000, perimeter =    421.16699, major_axis_length =    167.71011, minor_axis_length =     88.55627, eccentricity =      0.84922, convex_area =  11793.00000, extent =      0.75542, type = O
-    area =  10982.00000, perimeter =    411.57401, major_axis_length =    164.91136, minor_axis_length =     86.45071, eccentricity =      0.85158, convex_area =  11289.00000, extent =      0.70379, type = O
-    area =  10144.00000, perimeter =    403.64301, major_axis_length =    165.46890, minor_axis_length =     79.17584, eccentricity =      0.87809, convex_area =  10399.00000, extent =      0.65930, type = O
-    area =  13434.00000, perimeter =    455.82300, major_axis_length =    184.17033, minor_axis_length =     93.38285, eccentricity =      0.86192, convex_area =  13686.00000, extent =      0.63584, type = C
-    area =  12368.00000, perimeter =    449.85800, major_axis_length =    182.73238, minor_axis_length =     87.26391, eccentricity =      0.87860, convex_area =  12722.00000, extent =      0.60866, type = O
-    area =  14421.00000, perimeter =    507.80499, major_axis_length =    213.88568, minor_axis_length =     86.87624, eccentricity =      0.91379, convex_area =  14881.00000, extent =      0.65094, type = C
-    area =  10061.00000, perimeter =    393.38300, major_axis_length =    160.87691, minor_axis_length =     80.60933, eccentricity =      0.86541, convex_area =  10242.00000, extent =      0.62005, type = O
-    area =  13683.00000, perimeter =    481.57101, major_axis_length =    206.92677, minor_axis_length =     84.89906, eccentricity =      0.91196, convex_area =  13922.00000, extent =      0.76220, type = C
-    area =  11895.00000, perimeter =    429.39600, major_axis_length =    179.25186, minor_axis_length =     85.53614, eccentricity =      0.87880, convex_area =  12072.00000, extent =      0.79063, type = O
-    area =  13932.00000, perimeter =    462.02200, major_axis_length =    187.78029, minor_axis_length =     95.78060, eccentricity =      0.86013, convex_area =  14180.00000, extent =      0.70492, type = O
-    area =  13088.00000, perimeter =    450.21100, major_axis_length =    184.75020, minor_axis_length =     91.24625, eccentricity =      0.86952, convex_area =  13266.00000, extent =      0.79922, type = O
-    area =  15065.00000, perimeter =    506.82001, major_axis_length =    212.43690, minor_axis_length =     91.37028, eccentricity =      0.90278, convex_area =  15516.00000, extent =      0.72463, type = C
-    area =  14713.00000, perimeter =    500.16000, major_axis_length =    207.15820, minor_axis_length =     91.46106, eccentricity =      0.89726, convex_area =  15111.00000, extent =      0.57193, type = C
-    area =  13414.00000, perimeter =    480.28799, major_axis_length =    199.48291, minor_axis_length =     86.84286, eccentricity =      0.90027, convex_area =  13933.00000, extent =      0.55505, type = C
-    area =  15404.00000, perimeter =    499.23099, major_axis_length =    206.08693, minor_axis_length =     95.63304, eccentricity =      0.88581, convex_area =  15740.00000, extent =      0.62476, type = C
-    area =  12932.00000, perimeter =    456.65500, major_axis_length =    191.32863, minor_axis_length =     86.72584, eccentricity =      0.89137, convex_area =  13098.00000, extent =      0.66304, type = C
-    area =  11500.00000, perimeter =    424.39899, major_axis_length =    171.81744, minor_axis_length =     86.84950, eccentricity =      0.86284, convex_area =  11838.00000, extent =      0.78659, type = O
-    area =  14390.00000, perimeter =    497.91901, major_axis_length =    216.37560, minor_axis_length =     85.19570, eccentricity =      0.91922, convex_area =  14586.00000, extent =      0.53790, type = C
-    area =  12452.00000, perimeter =    445.07901, major_axis_length =    179.02614, minor_axis_length =     89.89113, eccentricity =      0.86480, convex_area =  12710.00000, extent =      0.61797, type = O
-    area =  12489.00000, perimeter =    442.87000, major_axis_length =    176.24304, minor_axis_length =     91.78191, eccentricity =      0.85370, convex_area =  12812.00000, extent =      0.62100, type = O
-    area =  13090.00000, perimeter =    472.94501, major_axis_length =    202.60158, minor_axis_length =     83.23018, eccentricity =      0.91172, convex_area =  13331.00000, extent =      0.77529, type = C
-    area =  12067.00000, perimeter =    438.88199, major_axis_length =    177.97765, minor_axis_length =     87.73780, eccentricity =      0.87005, convex_area =  12423.00000, extent =      0.66731, type = O
-    area =  12563.00000, perimeter =    457.36301, major_axis_length =    183.51143, minor_axis_length =     88.70047, eccentricity =      0.87543, convex_area =  12877.00000, extent =      0.59349, type = O
-    area =  16008.00000, perimeter =    521.00702, major_axis_length =    222.84523, minor_axis_length =     92.12952, eccentricity =      0.91054, convex_area =  16315.00000, extent =      0.61188, type = C
-    area =  10873.00000, perimeter =    408.48901, major_axis_length =    167.70203, minor_axis_length =     83.42142, eccentricity =      0.86750, convex_area =  11073.00000, extent =      0.66812, type = O
-    area =  13446.00000, perimeter =    475.12799, major_axis_length =    198.69955, minor_axis_length =     87.37930, eccentricity =      0.89812, convex_area =  13765.00000, extent =      0.57572, type = C
-    area =  13764.00000, perimeter =    479.47900, major_axis_length =    199.29568, minor_axis_length =     89.99371, eccentricity =      0.89224, convex_area =  14167.00000, extent =      0.77714, type = C
-    area =  12005.00000, perimeter =    440.26501, major_axis_length =    180.68211, minor_axis_length =     85.73723, eccentricity =      0.88024, convex_area =  12319.00000, extent =      0.60302, type = O
-    area =  15510.00000, perimeter =    507.31900, major_axis_length =    215.95482, minor_axis_length =     92.47437, eccentricity =      0.90368, convex_area =  15862.00000, extent =      0.59954, type = C
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+    area =  14560.00000, perimeter =    493.92899, major_axis_length =    209.50883, minor_axis_length =     89.21789, eccentricity =      0.90480, convex_area =  14971.00000, extent =      0.63170, type = C
+    area =  14805.00000, perimeter =    499.63699, major_axis_length =    214.28244, minor_axis_length =     89.17409, eccentricity =      0.90930, convex_area =  15090.00000, extent =      0.57679, type = C
+    area =  12419.00000, perimeter =    439.15701, major_axis_length =    175.85406, minor_axis_length =     90.91185, eccentricity =      0.85600, convex_area =  12675.00000, extent =      0.62382, type = O
+    area =  10903.00000, perimeter =    419.65399, major_axis_length =    169.51709, minor_axis_length =     83.22002, eccentricity =      0.87120, convex_area =  11232.00000, extent =      0.69784, type = O
+    area =  16199.00000, perimeter =    514.15601, major_axis_length =    217.63051, minor_axis_length =     95.51936, eccentricity =      0.89853, convex_area =  16475.00000, extent =      0.70769, type = C
+    area =  11243.00000, perimeter =    430.93301, major_axis_length =    179.99966, minor_axis_length =     81.03175, eccentricity =      0.89294, convex_area =  11524.00000, extent =      0.73894, type = O
+    area =  10955.00000, perimeter =    419.99500, major_axis_length =    172.93109, minor_axis_length =     81.46967, eccentricity =      0.88207, convex_area =  11147.00000, extent =      0.61459, type = O
+    area =  13267.00000, perimeter =    465.03201, major_axis_length =    193.76559, minor_axis_length =     88.83870, eccentricity =      0.88870, convex_area =  13543.00000, extent =      0.66441, type = O
+    area =   9741.00000, perimeter =    430.56000, major_axis_length =    180.06628, minor_axis_length =     71.17449, eccentricity =      0.91857, convex_area =  10204.00000, extent =      0.76460, type = O
+    area =  12986.00000, perimeter =    462.11099, major_axis_length =    195.51758, minor_axis_length =     86.10847, eccentricity =      0.89780, convex_area =  13288.00000, extent =      0.79058, type = C
+    area =  12868.00000, perimeter =    454.85901, major_axis_length =    191.58615, minor_axis_length =     86.50890, eccentricity =      0.89225, convex_area =  13082.00000, extent =      0.78674, type = O
+    area =  11444.00000, perimeter =    424.36899, major_axis_length =    174.22066, minor_axis_length =     84.26457, eccentricity =      0.87525, convex_area =  11638.00000, extent =      0.65657, type = O
+    area =  11874.00000, perimeter =    433.84399, major_axis_length =    176.61125, minor_axis_length =     87.04949, eccentricity =      0.87009, convex_area =  12138.00000, extent =      0.73441, type = C
+    area =  13467.00000, perimeter =    473.30099, major_axis_length =    203.08192, minor_axis_length =     84.99756, eccentricity =      0.90820, convex_area =  13753.00000, extent =      0.77397, type = C
+    area =  12871.00000, perimeter =    448.58200, major_axis_length =    183.87454, minor_axis_length =     90.27630, eccentricity =      0.87118, convex_area =  13102.00000, extent =      0.73372, type = O
+    area =  10833.00000, perimeter =    427.68399, major_axis_length =    177.27991, minor_axis_length =     79.53669, eccentricity =      0.89371, convex_area =  11158.00000, extent =      0.76310, type = O
+    area =  13005.00000, perimeter =    467.79999, major_axis_length =    199.96500, minor_axis_length =     83.36131, eccentricity =      0.90896, convex_area =  13251.00000, extent =      0.55293, type = O
+    area =  11166.00000, perimeter =    414.89001, major_axis_length =    165.73878, minor_axis_length =     87.03056, eccentricity =      0.85104, convex_area =  11478.00000, extent =      0.67095, type = O
+    area =  14153.00000, perimeter =    480.32199, major_axis_length =    196.97827, minor_axis_length =     92.79873, eccentricity =      0.88207, convex_area =  14555.00000, extent =      0.77212, type = O
+    area =  12213.00000, perimeter =    459.16699, major_axis_length =    195.58655, minor_axis_length =     80.64011, eccentricity =      0.91105, convex_area =  12571.00000, extent =      0.54340, type = C
+    area =  11476.00000, perimeter =    424.78299, major_axis_length =    169.09042, minor_axis_length =     88.18060, eccentricity =      0.85325, convex_area =  11845.00000, extent =      0.62454, type = O
+    area =  16182.00000, perimeter =    509.92200, major_axis_length =    211.16502, minor_axis_length =     98.31332, eccentricity =      0.88501, convex_area =  16522.00000, extent =      0.74813, type = C
+    area =  13057.00000, perimeter =    460.16800, major_axis_length =    187.12848, minor_axis_length =     90.31277, eccentricity =      0.87583, convex_area =  13385.00000, extent =      0.75079, type = C
+    area =  16253.00000, perimeter =    525.48199, major_axis_length =    218.52756, minor_axis_length =     95.91184, eccentricity =      0.89854, convex_area =  16690.00000, extent =      0.56797, type = C
+    area =  12831.00000, perimeter =    452.72000, major_axis_length =    184.24652, minor_axis_length =     89.26257, eccentricity =      0.87481, convex_area =  13073.00000, extent =      0.61123, type = O
+    area =  15144.00000, perimeter =    503.32401, major_axis_length =    212.19539, minor_axis_length =     91.77615, eccentricity =      0.90163, convex_area =  15469.00000, extent =      0.62786, type = C
+    area =  13621.00000, perimeter =    473.89899, major_axis_length =    198.84587, minor_axis_length =     88.42869, eccentricity =      0.89567, convex_area =  13989.00000, extent =      0.60846, type = C
+    area =  14269.00000, perimeter =    501.04001, major_axis_length =    214.66936, minor_axis_length =     85.64316, eccentricity =      0.91697, convex_area =  14733.00000, extent =      0.70001, type = C
+    area =  13133.00000, perimeter =    450.13199, major_axis_length =    179.15121, minor_axis_length =     94.11335, eccentricity =      0.85090, convex_area =  13351.00000, extent =      0.63530, type = O
+    area =  14283.00000, perimeter =    482.69800, major_axis_length =    202.36563, minor_axis_length =     90.61389, eccentricity =      0.89415, convex_area =  14595.00000, extent =      0.63650, type = C
+    area =  11706.00000, perimeter =    428.55399, major_axis_length =    175.84959, minor_axis_length =     85.54584, eccentricity =      0.87370, convex_area =  11944.00000, extent =      0.62233, type = O
diff --git a/build/run_2/regress.stt b/build/run_2/regress.stt
index beedc92..9b92420 100644
--- a/build/run_2/regress.stt
+++ b/build/run_2/regress.stt
@@ -1,16 +1,26 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9660	0.9981	0.0000	17.312	3.240	25	4	52	6	0.9660	0.9981	0.0000	17.312	3.240	25	4	52	6	
-1	0	0.9939	0.9981	0.0000	14.648	3.308	25	4	26	5	0.9800	0.9981	0.0000	15.980	3.274	25	4	52	6	
-2	0	0.9979	0.9982	0.9979	15.556	3.492	43	8	72	7	0.9860	0.9982	0.0000	15.839	3.347	43	8	52	6	
-3	0	0.9977	0.9982	0.9500	16.496	3.728	43	8	34	8	0.9889	0.9982	0.0000	16.003	3.442	43	8	52	6	
-4	0	0.9860	0.9982	0.0000	15.032	3.644	43	8	38	8	0.9883	0.9982	0.0000	15.809	3.482	43	8	52	6	
-5	0	0.9979	0.9985	0.9979	12.860	3.296	9	5	7	3	0.9899	0.9985	0.0000	15.317	3.451	9	5	52	6	
-6	0	0.9979	0.9985	0.9979	12.208	3.236	9	5	5	2	0.9911	0.9985	0.0000	14.873	3.421	9	5	52	6	
-7	0	0.9939	0.9985	0.0000	11.696	3.364	9	5	9	4	0.9914	0.9985	0.0000	14.476	3.413	9	5	52	6	
-8	0	0.9939	0.9985	0.0000	11.072	3.296	9	5	36	8	0.9917	0.9985	0.0000	14.098	3.400	9	5	52	6	
-9	0	0.9979	0.9985	0.9978	11.724	3.616	9	5	52	8	0.9923	0.9985	0.0000	13.860	3.422	9	5	52	6	
-10	0	0.9939	0.9985	0.0000	11.692	3.640	9	5	77	11	0.9925	0.9985	0.0000	13.663	3.442	9	5	52	6	
-11	0	0.9780	0.9985	0.0000	9.924	3.336	9	5	57	9	0.9913	0.9985	0.0000	13.352	3.433	9	5	52	6	
-12	0	0.9939	0.9985	0.0000	7.732	2.804	9	5	66	13	0.9915	0.9985	0.0000	12.919	3.385	9	5	52	6	
-13	0	0.9979	0.9985	0.9978	6.788	2.600	9	5	6	3	0.9919	0.9985	0.0000	12.481	3.329	9	5	52	6	
-14	0	0.9899	0.9985	0.0000	7.736	2.796	9	5	53	10	0.9918	0.9985	0.0000	12.165	3.293	9	5	52	6	
+0	0	0.9543	0.9981	0.0000	17.742	3.389	26	4	39	5	0.9543	0.9981	0.0000	17.742	3.389	26	4	39	5	
+1	0	0.9893	0.9987	0.0000	16.099	3.420	26	4	29	6	0.9718	0.9987	0.0000	16.921	3.404	26	4	39	5	
+2	0	0.9918	0.9987	0.0000	15.324	3.420	26	4	45	6	0.9785	0.9987	0.0000	16.388	3.410	26	4	39	5	
+3	0	0.9967	0.9987	0.0000	15.304	3.524	26	4	90	11	0.9830	0.9987	0.0000	16.117	3.438	26	4	39	5	
+4	0	0.9930	0.9987	0.0000	15.491	3.716	26	4	44	8	0.9850	0.9987	0.0000	15.992	3.494	26	4	39	5	
+5	0	0.9955	0.9987	0.0000	14.717	3.683	26	4	92	11	0.9868	0.9987	0.0000	15.780	3.525	26	4	39	5	
+6	0	0.9905	0.9987	0.0000	14.043	3.651	44	7	20	4	0.9873	0.9987	0.0000	15.531	3.543	44	7	39	5	
+7	0	0.9918	0.9987	0.0000	13.001	3.511	44	7	25	6	0.9879	0.9987	0.0000	15.215	3.539	44	7	39	5	
+8	0	0.9930	0.9987	0.0000	12.321	3.509	44	7	9	4	0.9884	0.9987	0.0000	14.894	3.536	44	7	39	5	
+9	0	0.9930	0.9987	0.0000	11.724	3.539	44	7	28	8	0.9889	0.9987	0.0000	14.577	3.536	44	7	39	5	
+10	0	0.9930	0.9987	0.0000	10.750	3.406	44	7	7	3	0.9893	0.9987	0.0000	14.229	3.524	44	7	39	5	
+11	0	0.9955	0.9987	0.0000	9.709	3.224	44	7	20	7	0.9898	0.9987	0.0000	13.852	3.499	44	7	39	5	
+12	0	0.9955	0.9987	0.0000	8.680	3.050	44	7	17	9	0.9902	0.9987	0.0000	13.454	3.465	44	7	39	5	
+13	0	0.9968	0.9987	0.0000	8.162	2.874	44	7	11	7	0.9907	0.9987	0.0000	13.076	3.422	44	7	39	5	
+14	0	0.9968	0.9987	0.0000	8.265	2.956	44	7	8	4	0.9911	0.9987	0.0000	12.755	3.391	44	7	39	5	
+15	0	0.9930	0.9987	0.0000	7.930	2.882	44	7	34	7	0.9912	0.9987	0.0000	12.454	3.360	44	7	39	5	
+16	0	0.9968	0.9987	0.0000	7.657	2.772	44	7	17	7	0.9915	0.9987	0.0000	12.172	3.325	44	7	39	5	
+17	0	0.9980	0.9987	0.9980	7.385	2.720	44	7	1	0	0.9919	0.9987	0.0000	11.906	3.291	44	7	39	5	
+18	0	0.9980	0.9987	0.9980	7.344	2.692	44	7	3	1	0.9922	0.9987	0.0000	11.666	3.260	44	7	39	5	
+19	0	0.9967	0.9987	0.0000	7.442	2.723	44	7	17	10	0.9924	0.9987	0.0000	11.455	3.233	44	7	39	5	
+20	0	0.9980	0.9987	0.9980	6.532	2.416	44	7	3	1	0.9927	0.9987	0.0000	11.220	3.194	44	7	39	5	
+21	0	0.9980	0.9987	0.9973	6.235	2.281	44	7	25	8	0.9930	0.9987	0.0000	10.994	3.153	44	7	39	5	
+22	0	0.9968	0.9987	0.0000	6.224	2.224	44	7	18	6	0.9931	0.9987	0.0000	10.786	3.112	44	7	39	5	
+23	0	0.9980	0.9987	0.9979	6.332	2.275	44	7	8	4	0.9933	0.9987	0.0000	10.601	3.077	44	7	39	5	
+24	0	0.9980	0.9987	0.9973	5.470	2.031	44	7	9	3	0.9935	0.9987	0.0000	10.395	3.036	44	7	39	5	
diff --git a/build/run_2/regress.sys b/build/run_2/regress.sys
index 4341d43..a16f8af 100644
--- a/build/run_2/regress.sys
+++ b/build/run_2/regress.sys
@@ -14,56 +14,112 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 511.
+    no random number seed specfied; using 315.
 creating initial population(s):
-    344 trees were generated to fill the population of 250 (250 trees).
+    1134 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (7s wall)
     breeding complete.    (0s wall)
 === generation 1.
     evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+    breeding complete.    (1s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (7s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+    evaluation complete.  (3s wall)
+    breeding complete.    (1s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 8.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 9.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (5s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (5s wall)
     breeding complete.    (0s wall)
 === generation 11.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 12.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 13.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 14.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      6119080
+               freed:      6071080
+           not freed:      48000
+       max allocated:      460653
+    malloc'ed blocks:      77937
+   realloc'ed blocks:      7
+      free'ed blocks:      77931
+
+------- time -------
+             overall:      74s wall
+          evaluation:      54s wall
+            breeding:      2s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2281
+               freed:      2281
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_3/regress.bst b/build/run_3/regress.bst
index e71578e..a3b911d 100644
--- a/build/run_3/regress.bst
+++ b/build/run_3/regress.bst
@@ -1,20 +1,18 @@
 === BEST-OF-RUN ===
-              generation: 7
-                   nodes: 13
-                   depth: 5
-                    hits: 616
+              generation: 18
+                   nodes: 5
+                   depth: 3
+                    hits: 783
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (log convex)
-    (+ (/ (log (- -0.57488 extent))
-          (/ -0.15959 eccentricity)) eccentricity))
+ (log (- (log -0.89689) eccentricity))
 TREE-equ:
-y = (log(convex) / ((log((-0.57488 - extent)) / (-0.15959 / eccentricity)) + eccentricity))
+y = log((log(-0.89689) - eccentricity))
diff --git a/build/run_3/regress.fn b/build/run_3/regress.fn
index 6eea32a..06f357e 100644
--- a/build/run_3/regress.fn
+++ b/build/run_3/regress.fn
@@ -1,14 +1,12 @@
-Hits: 1778, Total Size: 2810, Percent Hit: 63.274021
-CC: 412
-CO: 747
-OO: 1366
-OC: 285
-Fitness: 0.998379
-Hits: 616
+Hits: 2214, Total Size: 2810, Percent Hit: 78.790036
+CC: 924
+CO: 231
+OO: 1290
+OC: 365
+Fitness: 0.998724
+Hits: 783
 
 
-y = (log(convex) / ((log((-0.57488 - extent)) / (-0.15959 / eccentricity)) + eccentricity))
+y = log((log(-0.89689) - eccentricity))
 
- (/ (log convex)
-    (+ (/ (log (- -0.57488 extent))
-          (/ -0.15959 eccentricity)) eccentricity))
+ (log (- (log -0.89689) eccentricity))
diff --git a/build/run_3/regress.his b/build/run_3/regress.his
index 4dc7bc7..87dcfa0 100644
--- a/build/run_3/regress.his
+++ b/build/run_3/regress.his
@@ -3,245 +3,432 @@
               generation: 0
                    nodes: 21
                    depth: 4
-                    hits: 542
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 542
-             raw fitness: 542.0000
-    standardized fitness: 542.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (* (* (+ extent -0.64545)
-          (exp perimeter))
-       (- (exp extent)
-          (log extent)))
-    (log (- (+ extent major)
-            (+ major eccentricity))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
                    nodes: 21
                    depth: 4
-                    hits: 542
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 542
-             raw fitness: 542.0000
-    standardized fitness: 542.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (* (* (+ extent -0.64545)
-          (exp perimeter))
-       (- (exp extent)
-          (log extent)))
-    (log (- (+ extent major)
-            (+ major eccentricity))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
                    nodes: 21
                    depth: 4
-                    hits: 542
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 542
-             raw fitness: 542.0000
-    standardized fitness: 542.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (* (* (+ extent -0.64545)
-          (exp perimeter))
-       (- (exp extent)
-          (log extent)))
-    (log (- (+ extent major)
-            (+ major eccentricity))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 3
-                   nodes: 60
-                   depth: 6
-                    hits: 562
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 562
-             raw fitness: 562.0000
-    standardized fitness: 562.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (* (- (exp (exp (/ eccentricity major)))
-          (log (/ (exp major)
-                  (exp area))))
-       (exp (+ (/ (+ major extent)
-                  (log extent))
-               (- (* extent -0.60607)
-                  (/ minor 0.96466)))))
-    (log (/ (/ (+ (log major)
-                  (/ major convex))
-               (/ (* major minor)
-                  (/ area perimeter)))
-            (- (/ (/ minor eccentricity)
-                  (- minor eccentricity))
-               (/ (/ extent major)
-                  (/ area eccentricity))))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 3
-                   nodes: 60
-                   depth: 6
-                    hits: 562
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 562
-             raw fitness: 562.0000
-    standardized fitness: 562.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (* (- (exp (exp (/ eccentricity major)))
-          (log (/ (exp major)
-                  (exp area))))
-       (exp (+ (/ (+ major extent)
-                  (log extent))
-               (- (* extent -0.60607)
-                  (/ minor 0.96466)))))
-    (log (/ (/ (+ (log major)
-                  (/ major convex))
-               (/ (* major minor)
-                  (/ area perimeter)))
-            (- (/ (/ minor eccentricity)
-                  (- minor eccentricity))
-               (/ (/ extent major)
-                  (/ area eccentricity))))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 3
-                   nodes: 60
-                   depth: 6
-                    hits: 562
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 562
-             raw fitness: 562.0000
-    standardized fitness: 562.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (* (- (exp (exp (/ eccentricity major)))
-          (log (/ (exp major)
-                  (exp area))))
-       (exp (+ (/ (+ major extent)
-                  (log extent))
-               (- (* extent -0.60607)
-                  (/ minor 0.96466)))))
-    (log (/ (/ (+ (log major)
-                  (/ major convex))
-               (/ (* major minor)
-                  (/ area perimeter)))
-            (- (/ (/ minor eccentricity)
-                  (- minor eccentricity))
-               (/ (/ extent major)
-                  (/ area eccentricity))))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 3
-                   nodes: 60
-                   depth: 6
-                    hits: 562
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 562
-             raw fitness: 562.0000
-    standardized fitness: 562.0000
-        adjusted fitness: 0.9982
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (* (- (exp (exp (/ eccentricity major)))
-          (log (/ (exp major)
-                  (exp area))))
-       (exp (+ (/ (+ major extent)
-                  (log extent))
-               (- (* extent -0.60607)
-                  (/ minor 0.96466)))))
-    (log (/ (/ (+ (log major)
-                  (/ major convex))
-               (/ (* major minor)
-                  (/ area perimeter)))
-            (- (/ (/ minor eccentricity)
-                  (- minor eccentricity))
-               (/ (/ extent major)
-                  (/ area eccentricity))))))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 7
-                   nodes: 13
-                   depth: 5
-                    hits: 616
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (log convex)
-    (+ (/ (log (- -0.57488 extent))
-          (/ -0.15959 eccentricity)) eccentricity))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 7
-                   nodes: 13
-                   depth: 5
-                    hits: 616
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (log convex)
-    (+ (/ (log (- -0.57488 extent))
-          (/ -0.15959 eccentricity)) eccentricity))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 7
-                   nodes: 13
-                   depth: 5
-                    hits: 616
+              generation: 0
+                   nodes: 21
+                   depth: 4
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (log convex)
-    (+ (/ (log (- -0.57488 extent))
-          (/ -0.15959 eccentricity)) eccentricity))
+ (/ (exp (- (log -0.39516)
+            (/ perimeter extent)))
+    (- (+ (- minor -0.80909)
+          (log perimeter))
+       (+ (exp extent)
+          (+ minor perimeter))))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 10
+                   nodes: 23
+                   depth: 5
+                    hits: 756
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 756
+             raw fitness: 756.0000
+    standardized fitness: 756.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ convex minor) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 10
+                   nodes: 23
+                   depth: 5
+                    hits: 756
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 756
+             raw fitness: 756.0000
+    standardized fitness: 756.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ convex minor) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 10
+                   nodes: 23
+                   depth: 5
+                    hits: 756
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 756
+             raw fitness: 756.0000
+    standardized fitness: 756.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ convex minor) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 10
+                   nodes: 23
+                   depth: 5
+                    hits: 756
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 756
+             raw fitness: 756.0000
+    standardized fitness: 756.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ convex minor) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 14
+                   nodes: 25
+                   depth: 6
+                    hits: 773
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 773
+             raw fitness: 773.0000
+    standardized fitness: 773.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ perimeter
+                (+ convex extent)) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 14
+                   nodes: 25
+                   depth: 6
+                    hits: 773
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 773
+             raw fitness: 773.0000
+    standardized fitness: 773.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ perimeter
+                (+ convex extent)) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 14
+                   nodes: 25
+                   depth: 6
+                    hits: 773
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 773
+             raw fitness: 773.0000
+    standardized fitness: 773.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ perimeter
+                (+ convex extent)) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 14
+                   nodes: 25
+                   depth: 6
+                    hits: 773
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 773
+             raw fitness: 773.0000
+    standardized fitness: 773.0000
+        adjusted fitness: 0.9987
+TREE:
+ (+ (/ (- eccentricity
+          (+ (+ perimeter
+                (+ convex extent)) minor))
+       (/ (* (log area)
+             (log 0.11352))
+          (- eccentricity 0.77991)))
+    (- (exp (exp 0.37208)) minor))
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 18
+                   nodes: 5
+                   depth: 3
+                    hits: 783
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
+TREE:
+ (log (- (log -0.89689) eccentricity))
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 18
+                   nodes: 5
+                   depth: 3
+                    hits: 783
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
+TREE:
+ (log (- (log -0.89689) eccentricity))
diff --git a/build/run_3/regress.prg b/build/run_3/regress.prg
index b31b86b..c7e2bc1 100644
--- a/build/run_3/regress.prg
+++ b/build/run_3/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  14761.00000, perimeter =    499.51099, major_axis_length =    210.79877, minor_axis_length =     90.55553, eccentricity =      0.90303, convex_area =  15197.00000, extent =      0.65833, type = C
-    area =  10528.00000, perimeter =    411.12000, major_axis_length =    164.81996, minor_axis_length =     83.14049, eccentricity =      0.86345, convex_area =  10862.00000, extent =      0.62149, type = O
-    area =  14868.00000, perimeter =    510.43399, major_axis_length =    219.33379, minor_axis_length =     88.03912, eccentricity =      0.91591, convex_area =  15190.00000, extent =      0.79670, type = C
-    area =  12093.00000, perimeter =    440.43799, major_axis_length =    176.48048, minor_axis_length =     88.96030, eccentricity =      0.86366, convex_area =  12421.00000, extent =      0.62226, type = O
-    area =  13576.00000, perimeter =    475.04999, major_axis_length =    200.99942, minor_axis_length =     86.54900, eccentricity =      0.90255, convex_area =  13888.00000, extent =      0.58329, type = C
-    area =  14404.00000, perimeter =    486.48401, major_axis_length =    206.77576, minor_axis_length =     89.47427, eccentricity =      0.90153, convex_area =  14658.00000, extent =      0.79457, type = C
-    area =  14321.00000, perimeter =    490.42499, major_axis_length =    204.28038, minor_axis_length =     90.68298, eccentricity =      0.89607, convex_area =  14622.00000, extent =      0.57387, type = C
-    area =  17856.00000, perimeter =    530.41602, major_axis_length =    223.29236, minor_axis_length =    102.90128, eccentricity =      0.88749, convex_area =  18062.00000, extent =      0.79572, type = C
-    area =  10657.00000, perimeter =    412.83899, major_axis_length =    171.12416, minor_axis_length =     80.39784, eccentricity =      0.88276, convex_area =  10879.00000, extent =      0.72482, type = O
-    area =  11247.00000, perimeter =    418.08200, major_axis_length =    174.79654, minor_axis_length =     82.57596, eccentricity =      0.88138, convex_area =  11407.00000, extent =      0.78827, type = O
-    area =  14520.00000, perimeter =    496.02100, major_axis_length =    208.42570, minor_axis_length =     90.74639, eccentricity =      0.90024, convex_area =  14930.00000, extent =      0.59096, type = C
-    area =  12459.00000, perimeter =    434.28799, major_axis_length =    175.20125, minor_axis_length =     91.26870, eccentricity =      0.85360, convex_area =  12651.00000, extent =      0.63683, type = O
-    area =  14261.00000, perimeter =    496.35901, major_axis_length =    208.85197, minor_axis_length =     88.24221, eccentricity =      0.90636, convex_area =  14763.00000, extent =      0.69566, type = C
-    area =  13076.00000, perimeter =    450.34500, major_axis_length =    183.59694, minor_axis_length =     91.70959, eccentricity =      0.86630, convex_area =  13253.00000, extent =      0.67702, type = O
-    area =  12610.00000, perimeter =    454.68701, major_axis_length =    185.64877, minor_axis_length =     87.92713, eccentricity =      0.88073, convex_area =  12934.00000, extent =      0.59789, type = O
-    area =  11538.00000, perimeter =    446.85699, major_axis_length =    189.68529, minor_axis_length =     78.97429, eccentricity =      0.90921, convex_area =  11852.00000, extent =      0.57994, type = C
-    area =   9483.00000, perimeter =    390.99799, major_axis_length =    157.25992, minor_axis_length =     78.63333, eccentricity =      0.86601, convex_area =   9817.00000, extent =      0.65786, type = O
-    area =  10589.00000, perimeter =    439.70801, major_axis_length =    191.70488, minor_axis_length =     71.42118, eccentricity =      0.92801, convex_area =  10817.00000, extent =      0.51095, type = O
-    area =  13091.00000, perimeter =    473.15201, major_axis_length =    203.86270, minor_axis_length =     82.55070, eccentricity =      0.91435, convex_area =  13451.00000, extent =      0.75236, type = C
-    area =  13093.00000, perimeter =    470.10001, major_axis_length =    197.19702, minor_axis_length =     85.79729, eccentricity =      0.90039, convex_area =  13358.00000, extent =      0.55739, type = O
-    area =  11226.00000, perimeter =    413.54999, major_axis_length =    168.53348, minor_axis_length =     85.62770, eccentricity =      0.86131, convex_area =  11424.00000, extent =      0.77240, type = O
-    area =  10873.00000, perimeter =    416.66901, major_axis_length =    168.94035, minor_axis_length =     83.34116, eccentricity =      0.86985, convex_area =  11151.00000, extent =      0.68229, type = O
-    area =  12340.00000, perimeter =    456.39700, major_axis_length =    189.22507, minor_axis_length =     84.49088, eccentricity =      0.89478, convex_area =  12624.00000, extent =      0.63615, type = O
-    area =  15166.00000, perimeter =    502.16501, major_axis_length =    214.13986, minor_axis_length =     91.38511, eccentricity =      0.90437, convex_area =  15475.00000, extent =      0.79486, type = C
-    area =  11259.00000, perimeter =    421.50500, major_axis_length =    172.21184, minor_axis_length =     84.22155, eccentricity =      0.87225, convex_area =  11522.00000, extent =      0.79367, type = O
-    area =  10595.00000, perimeter =    403.82001, major_axis_length =    163.12149, minor_axis_length =     83.77962, eccentricity =      0.85803, convex_area =  10832.00000, extent =      0.61923, type = O
-    area =  12573.00000, perimeter =    444.96100, major_axis_length =    180.37151, minor_axis_length =     89.74239, eccentricity =      0.86744, convex_area =  12827.00000, extent =      0.66292, type = O
-    area =  14007.00000, perimeter =    490.66000, major_axis_length =    205.39612, minor_axis_length =     88.06984, eccentricity =      0.90341, convex_area =  14433.00000, extent =      0.76894, type = C
-    area =  14954.00000, perimeter =    501.85699, major_axis_length =    212.03777, minor_axis_length =     90.79552, eccentricity =      0.90368, convex_area =  15225.00000, extent =      0.81462, type = C
-    area =  10852.00000, perimeter =    412.64001, major_axis_length =    168.35570, minor_axis_length =     83.54549, eccentricity =      0.86818, convex_area =  11028.00000, extent =      0.77848, type = O
-    area =  12643.00000, perimeter =    449.34201, major_axis_length =    184.77808, minor_axis_length =     87.98871, eccentricity =      0.87934, convex_area =  12903.00000, extent =      0.77204, type = O
-    area =  14675.00000, perimeter =    493.27301, major_axis_length =    206.79372, minor_axis_length =     91.58907, eccentricity =      0.89657, convex_area =  15039.00000, extent =      0.56617, type = C
-    area =  12605.00000, perimeter =    448.84601, major_axis_length =    186.71645, minor_axis_length =     86.67118, eccentricity =      0.88574, convex_area =  12804.00000, extent =      0.72597, type = O
-    area =  11957.00000, perimeter =    437.44699, major_axis_length =    176.08249, minor_axis_length =     87.90864, eccentricity =      0.86646, convex_area =  12314.00000, extent =      0.60444, type = O
-    area =  15545.00000, perimeter =    510.28400, major_axis_length =    213.43665, minor_axis_length =     93.55502, eccentricity =      0.89882, convex_area =  15909.00000, extent =      0.56817, type = C
-    area =  12031.00000, perimeter =    444.46201, major_axis_length =    184.78299, minor_axis_length =     84.48428, eccentricity =      0.88936, convex_area =  12253.00000, extent =      0.58846, type = O
-    area =  15161.00000, perimeter =    498.79099, major_axis_length =    208.25204, minor_axis_length =     93.86026, eccentricity =      0.89267, convex_area =  15541.00000, extent =      0.64057, type = C
-    area =  13818.00000, perimeter =    467.89600, major_axis_length =    189.28476, minor_axis_length =     94.47993, eccentricity =      0.86652, convex_area =  14142.00000, extent =      0.61745, type = O
-    area =  14619.00000, perimeter =    493.52399, major_axis_length =    209.53288, minor_axis_length =     89.80801, eccentricity =      0.90349, convex_area =  14973.00000, extent =      0.61231, type = C
-    area =  12089.00000, perimeter =    439.49200, major_axis_length =    183.57666, minor_axis_length =     84.69468, eccentricity =      0.88721, convex_area =  12302.00000, extent =      0.81451, type = C
-    area =  12135.00000, perimeter =    432.81299, major_axis_length =    180.87585, minor_axis_length =     86.05373, eccentricity =      0.87957, convex_area =  12304.00000, extent =      0.64305, type = O
-    area =  11963.00000, perimeter =    432.29800, major_axis_length =    177.85712, minor_axis_length =     86.44563, eccentricity =      0.87394, convex_area =  12162.00000, extent =      0.80919, type = O
-    area =  12840.00000, perimeter =    466.90302, major_axis_length =    198.15598, minor_axis_length =     83.23425, eccentricity =      0.90750, convex_area =  13091.00000, extent =      0.59138, type = C
-    area =  12096.00000, perimeter =    438.85699, major_axis_length =    179.34836, minor_axis_length =     86.96104, eccentricity =      0.87459, convex_area =  12333.00000, extent =      0.66109, type = O
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+    area =  11846.00000, perimeter =    445.89099, major_axis_length =    192.95219, minor_axis_length =     78.47179, eccentricity =      0.91357, convex_area =  12010.00000, extent =      0.57797, type = C
+    area =  14741.00000, perimeter =    497.22501, major_axis_length =    212.46336, minor_axis_length =     89.45373, eccentricity =      0.90705, convex_area =  15036.00000, extent =      0.55371, type = C
+    area =  12907.00000, perimeter =    465.34201, major_axis_length =    195.65497, minor_axis_length =     84.88218, eccentricity =      0.90099, convex_area =  13151.00000, extent =      0.57334, type = C
+    area =  13839.00000, perimeter =    481.58801, major_axis_length =    201.34279, minor_axis_length =     88.88830, eccentricity =      0.89727, convex_area =  14165.00000, extent =      0.71694, type = C
+    area =  11343.00000, perimeter =    416.46899, major_axis_length =    171.67860, minor_axis_length =     84.90173, eccentricity =      0.86916, convex_area =  11492.00000, extent =      0.73475, type = O
+    area =  12465.00000, perimeter =    462.61600, major_axis_length =    196.44574, minor_axis_length =     82.09127, eccentricity =      0.90850, convex_area =  12794.00000, extent =      0.73014, type = C
+    area =  13350.00000, perimeter =    466.61899, major_axis_length =    196.50897, minor_axis_length =     87.16155, eccentricity =      0.89625, convex_area =  13562.00000, extent =      0.79921, type = C
+    area =  10972.00000, perimeter =    425.39999, major_axis_length =    178.52016, minor_axis_length =     78.78365, eccentricity =      0.89735, convex_area =  11192.00000, extent =      0.72094, type = O
diff --git a/build/run_3/regress.stt b/build/run_3/regress.stt
index 97fc610..b90f84c 100644
--- a/build/run_3/regress.stt
+++ b/build/run_3/regress.stt
@@ -1,11 +1,21 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9738	0.9982	0.0000	15.832	3.224	21	4	60	6	0.9738	0.9982	0.0000	15.832	3.224	21	4	60	6	
-1	0	0.9939	0.9982	0.0000	13.840	3.272	21	4	89	7	0.9839	0.9982	0.0000	14.836	3.248	21	4	60	6	
-2	0	0.9939	0.9982	0.0000	12.948	3.336	21	4	9	3	0.9872	0.9982	0.0000	14.207	3.277	21	4	60	6	
-3	0	0.9979	0.9982	0.9969	11.892	3.160	60	6	7	3	0.9899	0.9982	0.0000	13.628	3.248	60	6	60	6	
-4	0	0.9900	0.9982	0.0000	11.948	3.148	60	6	13	6	0.9899	0.9982	0.0000	13.292	3.228	60	6	60	6	
-5	0	0.9900	0.9982	0.0000	11.752	2.996	60	6	8	4	0.9899	0.9982	0.0000	13.035	3.189	60	6	60	6	
-6	0	0.9939	0.9982	0.0000	11.828	3.080	60	6	5	2	0.9905	0.9982	0.0000	12.863	3.174	60	6	60	6	
-7	0	0.9979	0.9984	0.9978	11.440	3.092	13	5	13	4	0.9914	0.9984	0.0000	12.685	3.163	13	5	60	6	
-8	0	0.9939	0.9984	0.0000	11.428	3.068	13	5	18	5	0.9917	0.9984	0.0000	12.545	3.153	13	5	60	6	
-9	0	0.9979	0.9984	0.9977	11.148	3.032	13	5	55	6	0.9923	0.9984	0.0000	12.406	3.141	13	5	60	6	
+0	0	0.9680	0.9987	0.0000	17.035	3.345	21	4	13	5	0.9680	0.9987	0.0000	17.035	3.345	21	4	13	5	
+1	0	0.9917	0.9987	0.0000	15.395	3.348	21	4	73	7	0.9799	0.9987	0.0000	16.215	3.346	21	4	13	5	
+2	0	0.9930	0.9987	0.0000	14.451	3.410	21	4	37	5	0.9842	0.9987	0.0000	15.627	3.368	21	4	13	5	
+3	0	0.9942	0.9987	0.0000	13.676	3.445	21	4	30	8	0.9867	0.9987	0.0000	15.139	3.387	21	4	13	5	
+4	0	0.9905	0.9987	0.0000	13.205	3.433	21	4	50	6	0.9875	0.9987	0.0000	14.752	3.396	21	4	13	5	
+5	0	0.9955	0.9987	0.0000	13.119	3.434	21	4	32	10	0.9888	0.9987	0.0000	14.480	3.402	21	4	13	5	
+6	0	0.9930	0.9987	0.0000	12.695	3.362	21	4	87	12	0.9894	0.9987	0.0000	14.225	3.397	21	4	13	5	
+7	0	0.9967	0.9987	0.0000	11.629	3.294	21	4	19	5	0.9903	0.9987	0.0000	13.901	3.384	21	4	13	5	
+8	0	0.9967	0.9987	0.0000	11.054	3.249	21	4	35	6	0.9910	0.9987	0.0000	13.584	3.369	21	4	13	5	
+9	0	0.9942	0.9987	0.0000	11.525	3.336	21	4	25	7	0.9913	0.9987	0.0000	13.378	3.365	21	4	13	5	
+10	0	0.9930	0.9987	0.0000	10.351	3.066	23	5	44	9	0.9915	0.9987	0.0000	13.103	3.338	23	5	13	5	
+11	0	0.9979	0.9987	0.9979	10.046	3.078	23	5	5	3	0.9920	0.9987	0.0000	12.848	3.317	23	5	13	5	
+12	0	0.9967	0.9987	0.0000	10.544	3.114	23	5	40	9	0.9924	0.9987	0.0000	12.671	3.301	23	5	13	5	
+13	0	0.9979	0.9987	0.9978	9.285	2.962	23	5	7	4	0.9928	0.9987	0.0000	12.429	3.277	23	5	13	5	
+14	0	0.9979	0.9987	0.9978	8.830	2.880	25	6	6	3	0.9931	0.9987	0.0000	12.189	3.250	25	6	13	5	
+15	0	0.9967	0.9987	0.0000	8.688	2.896	25	6	13	5	0.9933	0.9987	0.0000	11.970	3.228	25	6	13	5	
+16	0	0.9979	0.9987	0.9973	8.411	2.835	25	6	33	11	0.9936	0.9987	0.0000	11.761	3.205	25	6	13	5	
+17	0	0.9954	0.9987	0.0000	8.176	2.775	25	6	14	4	0.9937	0.9987	0.0000	11.562	3.181	25	6	13	5	
+18	0	0.9967	0.9987	0.0000	8.443	2.770	5	3	43	11	0.9939	0.9987	0.0000	11.398	3.160	5	3	13	5	
+19	0	0.9967	0.9987	0.0000	7.695	2.607	5	3	39	8	0.9940	0.9987	0.0000	11.213	3.132	5	3	13	5	
diff --git a/build/run_3/regress.sys b/build/run_3/regress.sys
index 74d9099..ef0f1a0 100644
--- a/build/run_3/regress.sys
+++ b/build/run_3/regress.sys
@@ -14,41 +14,97 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 3765.
+    no random number seed specfied; using 887.
 creating initial population(s):
-    313 trees were generated to fill the population of 250 (250 trees).
+    1140 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (10s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (9s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (8s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (5s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 5.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 6.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 7.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 8.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 9.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (7s wall)
+    breeding complete.    (0s wall)
+=== generation 6.
+    evaluation complete.  (5s wall)
+    breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 11.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      5226051
+               freed:      5178051
+           not freed:      48000
+       max allocated:      451813
+    malloc'ed blocks:      64351
+   realloc'ed blocks:      7
+      free'ed blocks:      64345
+
+------- time -------
+             overall:      69s wall
+          evaluation:      67s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1979
+               freed:      1979
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_4/regress.bst b/build/run_4/regress.bst
index 8b942f1..e852815 100644
--- a/build/run_4/regress.bst
+++ b/build/run_4/regress.bst
@@ -1,22 +1,22 @@
 === BEST-OF-RUN ===
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 13
+                   nodes: 21
+                   depth: 5
+                    hits: 736
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 736
+             raw fitness: 736.0000
+    standardized fitness: 736.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (+ (* convex extent) perimeter))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (log convex)))
 TREE-equ:
-y = (perimeter + log((perimeter / exp((major / (minor / (perimeter * extent)))))))
+y = (((0.30089 + major) / ((convex * extent) + perimeter)) - ((((-0.94042 - perimeter) / log(major)) + minor) / log(convex)))
diff --git a/build/run_4/regress.fn b/build/run_4/regress.fn
index 402d6ad..90a12e0 100644
--- a/build/run_4/regress.fn
+++ b/build/run_4/regress.fn
@@ -1,16 +1,16 @@
-Hits: 2075, Total Size: 2810, Percent Hit: 73.843416
-CC: 558
-CO: 558
-OO: 1517
-OC: 177
-Fitness: 0.998599
-Hits: 713
+Hits: 1975, Total Size: 2810, Percent Hit: 70.284698
+CC: 913
+CO: 211
+OO: 1062
+OC: 624
+Fitness: 0.998643
+Hits: 736
 
 
-y = (perimeter + log((perimeter / exp((major / (minor / (perimeter * extent)))))))
+y = (((0.30089 + major) / ((convex * extent) + perimeter)) - ((((-0.94042 - perimeter) / log(major)) + minor) / log(convex)))
 
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (+ (* convex extent) perimeter))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (log convex)))
diff --git a/build/run_4/regress.his b/build/run_4/regress.his
index 73af37c..80a9877 100644
--- a/build/run_4/regress.his
+++ b/build/run_4/regress.his
@@ -1,456 +1,312 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 45
-                   depth: 5
-                    hits: 560
+                   nodes: 8
+                   depth: 3
+                    hits: 602
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 560
-             raw fitness: 560.0000
-    standardized fitness: 560.0000
-        adjusted fitness: 0.9982
+                    hits: 602
+             raw fitness: 602.0000
+    standardized fitness: 602.0000
+        adjusted fitness: 0.9983
 TREE:
- (* (+ (- (+ (+ eccentricity minor)
-             (+ major -0.74894))
-          (+ (/ -0.54853 convex)
-             (* minor extent)))
-       (exp (log (- extent minor))))
-    (/ (+ (/ (- convex -0.74272)
-             (- perimeter convex))
-          (+ (log minor)
-             (log area)))
-       (- (exp (/ major minor))
-          (log (* major perimeter)))))
+ (/ (log (log extent))
+    (log (/ extent 0.57844)))
 === BEST-OF-RUN ===
       current generation: 1
-              generation: 0
-                   nodes: 45
+              generation: 1
+                   nodes: 19
                    depth: 5
-                    hits: 560
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 560
-             raw fitness: 560.0000
-    standardized fitness: 560.0000
-        adjusted fitness: 0.9982
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
+        adjusted fitness: 0.9986
 TREE:
- (* (+ (- (+ (+ eccentricity minor)
-             (+ major -0.74894))
-          (+ (/ -0.54853 convex)
-             (* minor extent)))
-       (exp (log (- extent minor))))
-    (/ (+ (/ (- convex -0.74272)
-             (- perimeter convex))
-          (+ (log minor)
-             (log area)))
-       (- (exp (/ major minor))
-          (log (* major perimeter)))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 0
-                   nodes: 45
+              generation: 1
+                   nodes: 19
                    depth: 5
-                    hits: 560
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 560
-             raw fitness: 560.0000
-    standardized fitness: 560.0000
-        adjusted fitness: 0.9982
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
+        adjusted fitness: 0.9986
 TREE:
- (* (+ (- (+ (+ eccentricity minor)
-             (+ major -0.74894))
-          (+ (/ -0.54853 convex)
-             (* minor extent)))
-       (exp (log (- extent minor))))
-    (/ (+ (/ (- convex -0.74272)
-             (- perimeter convex))
-          (+ (log minor)
-             (log area)))
-       (- (exp (/ major minor))
-          (log (* major perimeter)))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 0
-                   nodes: 45
+              generation: 1
+                   nodes: 19
                    depth: 5
-                    hits: 560
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 560
-             raw fitness: 560.0000
-    standardized fitness: 560.0000
-        adjusted fitness: 0.9982
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
+        adjusted fitness: 0.9986
 TREE:
- (* (+ (- (+ (+ eccentricity minor)
-             (+ major -0.74894))
-          (+ (/ -0.54853 convex)
-             (* minor extent)))
-       (exp (log (- extent minor))))
-    (/ (+ (/ (- convex -0.74272)
-             (- perimeter convex))
-          (+ (log minor)
-             (log area)))
-       (- (exp (/ major minor))
-          (log (* major perimeter)))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 45
+              generation: 1
+                   nodes: 19
                    depth: 5
-                    hits: 560
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 560
-             raw fitness: 560.0000
-    standardized fitness: 560.0000
-        adjusted fitness: 0.9982
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
+        adjusted fitness: 0.9986
 TREE:
- (* (+ (- (+ (+ eccentricity minor)
-             (+ major -0.74894))
-          (+ (/ -0.54853 convex)
-             (* minor extent)))
-       (exp (log (- extent minor))))
-    (/ (+ (/ (- convex -0.74272)
-             (- perimeter convex))
-          (+ (log minor)
-             (log area)))
-       (- (exp (/ major minor))
-          (log (* major perimeter)))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 0
-                   nodes: 45
+              generation: 1
+                   nodes: 19
                    depth: 5
-                    hits: 560
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 560
-             raw fitness: 560.0000
-    standardized fitness: 560.0000
-        adjusted fitness: 0.9982
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
+        adjusted fitness: 0.9986
 TREE:
- (* (+ (- (+ (+ eccentricity minor)
-             (+ major -0.74894))
-          (+ (/ -0.54853 convex)
-             (* minor extent)))
-       (exp (log (- extent minor))))
-    (/ (+ (/ (- convex -0.74272)
-             (- perimeter convex))
-          (+ (log minor)
-             (log area)))
-       (- (exp (/ major minor))
-          (log (* major perimeter)))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 1
+                   nodes: 19
+                   depth: 5
+                    hits: 734
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 734
+             raw fitness: 734.0000
+    standardized fitness: 734.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (exp major))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (+ minor perimeter)))
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 13
+                   nodes: 21
+                   depth: 5
+                    hits: 736
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 736
+             raw fitness: 736.0000
+    standardized fitness: 736.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (+ (* convex extent) perimeter))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (log convex)))
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
+              generation: 13
+                   nodes: 21
+                   depth: 5
+                    hits: 736
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
+                    hits: 736
+             raw fitness: 736.0000
+    standardized fitness: 736.0000
         adjusted fitness: 0.9986
 TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
-=== BEST-OF-RUN ===
-      current generation: 15
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
-        adjusted fitness: 0.9986
-TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
-=== BEST-OF-RUN ===
-      current generation: 16
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
-        adjusted fitness: 0.9986
-TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
-=== BEST-OF-RUN ===
-      current generation: 17
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
-        adjusted fitness: 0.9986
-TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
-=== BEST-OF-RUN ===
-      current generation: 18
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
-        adjusted fitness: 0.9986
-TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
-=== BEST-OF-RUN ===
-      current generation: 19
-              generation: 6
-                   nodes: 13
-                   depth: 7
-                    hits: 713
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 713
-             raw fitness: 713.0000
-    standardized fitness: 713.0000
-        adjusted fitness: 0.9986
-TREE:
- (+ perimeter
-    (log (/ perimeter
-            (exp (/ major
-                    (/ minor
-                       (* perimeter extent)))))))
+ (- (/ (+ 0.30089 major)
+       (+ (* convex extent) perimeter))
+    (/ (+ (/ (- -0.94042 perimeter)
+             (log major)) minor)
+       (log convex)))
diff --git a/build/run_4/regress.prg b/build/run_4/regress.prg
index 82e12c9..90b086c 100644
--- a/build/run_4/regress.prg
+++ b/build/run_4/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  12503.00000, perimeter =    446.31100, major_axis_length =    177.33737, minor_axis_length =     91.15877, eccentricity =      0.85777, convex_area =  12777.00000, extent =      0.62937, type = O
-    area =  12638.00000, perimeter =    454.56100, major_axis_length =    187.56937, minor_axis_length =     86.98496, eccentricity =      0.88597, convex_area =  12902.00000, extent =      0.76859, type = O
-    area =  10697.00000, perimeter =    408.84399, major_axis_length =    163.87523, minor_axis_length =     84.58505, eccentricity =      0.85650, convex_area =  10995.00000, extent =      0.75811, type = O
-    area =  15557.00000, perimeter =    514.53699, major_axis_length =    214.07512, minor_axis_length =     93.85390, eccentricity =      0.89877, convex_area =  15942.00000, extent =      0.69556, type = C
-    area =  12318.00000, perimeter =    442.58701, major_axis_length =    189.56444, minor_axis_length =     83.20393, eccentricity =      0.89853, convex_area =  12495.00000, extent =      0.65175, type = O
-    area =  13080.00000, perimeter =    474.26001, major_axis_length =    198.95737, minor_axis_length =     84.75006, eccentricity =      0.90474, convex_area =  13511.00000, extent =      0.70277, type = C
-    area =  11088.00000, perimeter =    421.15701, major_axis_length =    169.42094, minor_axis_length =     85.37567, eccentricity =      0.86375, convex_area =  11373.00000, extent =      0.75413, type = O
-    area =  12442.00000, perimeter =    459.53500, major_axis_length =    187.50885, minor_axis_length =     87.18730, eccentricity =      0.88532, convex_area =  12941.00000, extent =      0.58758, type = C
-    area =  12859.00000, perimeter =    445.01001, major_axis_length =    184.30518, minor_axis_length =     89.47381, eccentricity =      0.87426, convex_area =  13030.00000, extent =      0.71044, type = C
-    area =  13034.00000, perimeter =    474.36899, major_axis_length =    203.99585, minor_axis_length =     81.98090, eccentricity =      0.91569, convex_area =  13316.00000, extent =      0.61574, type = C
-    area =  12312.00000, perimeter =    447.71701, major_axis_length =    178.96074, minor_axis_length =     88.51752, eccentricity =      0.86911, convex_area =  12593.00000, extent =      0.61832, type = O
-    area =  12557.00000, perimeter =    443.01001, major_axis_length =    177.72878, minor_axis_length =     91.59944, eccentricity =      0.85696, convex_area =  12896.00000, extent =      0.63929, type = O
-    area =  12056.00000, perimeter =    431.85101, major_axis_length =    182.36313, minor_axis_length =     84.43254, eccentricity =      0.88636, convex_area =  12191.00000, extent =      0.79735, type = O
-    area =  13553.00000, perimeter =    455.19000, major_axis_length =    179.36023, minor_axis_length =     97.49702, eccentricity =      0.83936, convex_area =  13877.00000, extent =      0.72121, type = O
-    area =  13675.00000, perimeter =    478.60699, major_axis_length =    194.80292, minor_axis_length =     90.32217, eccentricity =      0.88601, convex_area =  14146.00000, extent =      0.58142, type = C
-    area =  15811.00000, perimeter =    514.37799, major_axis_length =    218.73137, minor_axis_length =     93.16438, eccentricity =      0.90476, convex_area =  16135.00000, extent =      0.81867, type = C
-    area =   9929.00000, perimeter =    395.87201, major_axis_length =    164.90814, minor_axis_length =     77.17049, eccentricity =      0.88375, convex_area =  10070.00000, extent =      0.61336, type = O
-    area =  15248.00000, perimeter =    509.00299, major_axis_length =    217.99248, minor_axis_length =     90.10747, eccentricity =      0.91057, convex_area =  15557.00000, extent =      0.73534, type = C
-    area =  13930.00000, perimeter =    484.86200, major_axis_length =    205.27246, minor_axis_length =     87.23549, eccentricity =      0.90521, convex_area =  14330.00000, extent =      0.79943, type = C
-    area =  12473.00000, perimeter =    440.92599, major_axis_length =    180.64568, minor_axis_length =     88.56008, eccentricity =      0.87159, convex_area =  12673.00000, extent =      0.62985, type = O
-    area =  14403.00000, perimeter =    510.55899, major_axis_length =    223.41208, minor_axis_length =     83.20211, eccentricity =      0.92807, convex_area =  14781.00000, extent =      0.59878, type = C
-    area =  11881.00000, perimeter =    429.80200, major_axis_length =    173.52504, minor_axis_length =     88.33556, eccentricity =      0.86073, convex_area =  12215.00000, extent =      0.64680, type = O
-    area =  11850.00000, perimeter =    434.62201, major_axis_length =    180.00145, minor_axis_length =     84.98845, eccentricity =      0.88152, convex_area =  12073.00000, extent =      0.79211, type = O
-    area =   9468.00000, perimeter =    386.49799, major_axis_length =    162.47389, minor_axis_length =     74.97504, eccentricity =      0.88716, convex_area =   9608.00000, extent =      0.75376, type = O
-    area =  14340.00000, perimeter =    477.89600, major_axis_length =    196.47507, minor_axis_length =     94.25779, eccentricity =      0.87741, convex_area =  14700.00000, extent =      0.60814, type = C
-    area =  13964.00000, perimeter =    480.02600, major_axis_length =    199.82314, minor_axis_length =     90.06547, eccentricity =      0.89266, convex_area =  14298.00000, extent =      0.65775, type = C
-    area =  11139.00000, perimeter =    419.44800, major_axis_length =    172.12558, minor_axis_length =     83.78207, eccentricity =      0.87354, convex_area =  11442.00000, extent =      0.62890, type = O
-    area =  10713.00000, perimeter =    443.40399, major_axis_length =    192.88618, minor_axis_length =     71.78690, eccentricity =      0.92816, convex_area =  10969.00000, extent =      0.69610, type = O
-    area =  10527.00000, perimeter =    408.97800, major_axis_length =    170.89001, minor_axis_length =     79.37978, eccentricity =      0.88557, convex_area =  10692.00000, extent =      0.65102, type = O
-    area =  10557.00000, perimeter =    412.66800, major_axis_length =    168.80858, minor_axis_length =     80.59271, eccentricity =      0.87867, convex_area =  10778.00000, extent =      0.61607, type = O
-    area =  12347.00000, perimeter =    475.39001, major_axis_length =    207.09692, minor_axis_length =     77.08044, eccentricity =      0.92815, convex_area =  12857.00000, extent =      0.52095, type = C
-    area =   9768.00000, perimeter =    413.55801, major_axis_length =    179.79776, minor_axis_length =     69.92797, eccentricity =      0.92127, convex_area =   9943.00000, extent =      0.70253, type = O
-    area =  10763.00000, perimeter =    411.28299, major_axis_length =    168.57059, minor_axis_length =     81.79902, eccentricity =      0.87437, convex_area =  10963.00000, extent =      0.76731, type = O
-    area =  10810.00000, perimeter =    415.30301, major_axis_length =    169.00446, minor_axis_length =     82.43158, eccentricity =      0.87298, convex_area =  11029.00000, extent =      0.69809, type = O
-    area =  10167.00000, perimeter =    406.82599, major_axis_length =    160.96185, minor_axis_length =     82.92120, eccentricity =      0.85709, convex_area =  10479.00000, extent =      0.66503, type = O
-    area =  12415.00000, perimeter =    438.99600, major_axis_length =    181.10889, minor_axis_length =     88.23398, eccentricity =      0.87330, convex_area =  12586.00000, extent =      0.60162, type = O
-    area =   8628.00000, perimeter =    372.33401, major_axis_length =    157.33304, minor_axis_length =     70.12502, eccentricity =      0.89518, convex_area =   8782.00000, extent =      0.60264, type = O
-    area =  12337.00000, perimeter =    446.22000, major_axis_length =    180.54181, minor_axis_length =     87.79291, eccentricity =      0.87381, convex_area =  12628.00000, extent =      0.61293, type = O
-    area =  14566.00000, perimeter =    498.02600, major_axis_length =    208.22543, minor_axis_length =     90.54054, eccentricity =      0.90052, convex_area =  14927.00000, extent =      0.56083, type = C
-    area =  12147.00000, perimeter =    436.07001, major_axis_length =    177.55022, minor_axis_length =     88.56141, eccentricity =      0.86672, convex_area =  12421.00000, extent =      0.68705, type = O
-    area =  11906.00000, perimeter =    433.85599, major_axis_length =    174.29979, minor_axis_length =     88.25261, eccentricity =      0.86234, convex_area =  12179.00000, extent =      0.62085, type = O
-    area =  10589.00000, perimeter =    439.70801, major_axis_length =    191.70488, minor_axis_length =     71.42118, eccentricity =      0.92801, convex_area =  10817.00000, extent =      0.51095, type = O
-    area =  13172.00000, perimeter =    450.29001, major_axis_length =    178.61812, minor_axis_length =     95.82072, eccentricity =      0.84393, convex_area =  13499.00000, extent =      0.63633, type = O
-    area =  13335.00000, perimeter =    469.71399, major_axis_length =    199.29723, minor_axis_length =     85.91238, eccentricity =      0.90232, convex_area =  13657.00000, extent =      0.61679, type = C
-    area =  16156.00000, perimeter =    495.71399, major_axis_length =    197.27431, minor_axis_length =    105.53798, eccentricity =      0.84486, convex_area =  16434.00000, extent =      0.70941, type = C
-    area =  10591.00000, perimeter =    410.73401, major_axis_length =    169.75481, minor_axis_length =     80.39870, eccentricity =      0.88073, convex_area =  10751.00000, extent =      0.60334, type = O
-    area =  13568.00000, perimeter =    482.14200, major_axis_length =    206.34126, minor_axis_length =     84.97628, eccentricity =      0.91126, convex_area =  13798.00000, extent =      0.77284, type = C
-    area =  11542.00000, perimeter =    426.40399, major_axis_length =    175.27608, minor_axis_length =     84.45689, eccentricity =      0.87625, convex_area =  11738.00000, extent =      0.62728, type = O
-    area =  15375.00000, perimeter =    494.31601, major_axis_length =    204.47073, minor_axis_length =     96.98161, eccentricity =      0.88036, convex_area =  15631.00000, extent =      0.73918, type = C
-    area =  11302.00000, perimeter =    418.95401, major_axis_length =    172.08990, minor_axis_length =     84.01643, eccentricity =      0.87272, convex_area =  11501.00000, extent =      0.62004, type = O
-    area =  12518.00000, perimeter =    460.85400, major_axis_length =    188.43774, minor_axis_length =     86.61430, eccentricity =      0.88810, convex_area =  12903.00000, extent =      0.73256, type = O
-    area =  15264.00000, perimeter =    506.66599, major_axis_length =    208.76143, minor_axis_length =     95.73719, eccentricity =      0.88864, convex_area =  15712.00000, extent =      0.60752, type = C
-    area =  13218.00000, perimeter =    454.99799, major_axis_length =    182.57840, minor_axis_length =     93.23714, eccentricity =      0.85978, convex_area =  13459.00000, extent =      0.73331, type = O
-    area =  14180.00000, perimeter =    485.17099, major_axis_length =    204.10718, minor_axis_length =     89.36078, eccentricity =      0.89907, convex_area =  14471.00000, extent =      0.61981, type = C
-    area =  13380.00000, perimeter =    469.17700, major_axis_length =    190.81332, minor_axis_length =     91.01315, eccentricity =      0.87892, convex_area =  13747.00000, extent =      0.61962, type = C
-    area =  13555.00000, perimeter =    477.87000, major_axis_length =    202.63708, minor_axis_length =     85.78796, eccentricity =      0.90596, convex_area =  13851.00000, extent =      0.57806, type = C
-    area =  11739.00000, perimeter =    448.60501, major_axis_length =    187.68576, minor_axis_length =     80.84975, eccentricity =      0.90246, convex_area =  12118.00000, extent =      0.54702, type = C
-    area =  16094.00000, perimeter =    504.12601, major_axis_length =    208.37119, minor_axis_length =     99.03030, eccentricity =      0.87985, convex_area =  16325.00000, extent =      0.64853, type = C
-    area =  14817.00000, perimeter =    502.58301, major_axis_length =    211.52902, minor_axis_length =     90.38519, eccentricity =      0.90411, convex_area =  15113.00000, extent =      0.56803, type = C
-    area =  10349.00000, perimeter =    408.07599, major_axis_length =    169.36772, minor_axis_length =     79.00407, eccentricity =      0.88454, convex_area =  10608.00000, extent =      0.65733, type = O
-    area =  13629.00000, perimeter =    470.67801, major_axis_length =    202.24448, minor_axis_length =     86.40013, eccentricity =      0.90415, convex_area =  13785.00000, extent =      0.56677, type = O
-    area =  13928.00000, perimeter =    479.72400, major_axis_length =    204.43028, minor_axis_length =     87.08270, eccentricity =      0.90473, convex_area =  14158.00000, extent =      0.56627, type = C
-    area =  13952.00000, perimeter =    484.94699, major_axis_length =    201.32283, minor_axis_length =     89.51038, eccentricity =      0.89572, convex_area =  14349.00000, extent =      0.65641, type = C
-    area =  11470.00000, perimeter =    428.53601, major_axis_length =    177.71078, minor_axis_length =     82.36469, eccentricity =      0.88611, convex_area =  11663.00000, extent =      0.65156, type = O
-    area =  11101.00000, perimeter =    418.03299, major_axis_length =    169.87318, minor_axis_length =     84.64671, eccentricity =      0.86701, convex_area =  11340.00000, extent =      0.65960, type = O
-    area =  13855.00000, perimeter =    487.83099, major_axis_length =    207.10844, minor_axis_length =     86.02370, eccentricity =      0.90966, convex_area =  14214.00000, extent =      0.55155, type = C
-    area =  14750.00000, perimeter =    484.15201, major_axis_length =    201.24701, minor_axis_length =     94.85915, eccentricity =      0.88194, convex_area =  14967.00000, extent =      0.78067, type = C
-    area =   9646.00000, perimeter =    390.95599, major_axis_length =    162.01367, minor_axis_length =     76.31642, eccentricity =      0.88211, convex_area =   9815.00000, extent =      0.67511, type = O
-    area =  10359.00000, perimeter =    409.51099, major_axis_length =    173.33797, minor_axis_length =     76.87581, eccentricity =      0.89627, convex_area =  10510.00000, extent =      0.57359, type = O
-    area =  13263.00000, perimeter =    487.89099, major_axis_length =    214.42804, minor_axis_length =     79.64110, eccentricity =      0.92847, convex_area =  13491.00000, extent =      0.67445, type = C
-    area =   9834.00000, perimeter =    401.00500, major_axis_length =    164.20589, minor_axis_length =     77.19507, eccentricity =      0.88261, convex_area =  10076.00000, extent =      0.69725, type = O
-    area =  12140.00000, perimeter =    441.49899, major_axis_length =    182.43399, minor_axis_length =     85.49819, eccentricity =      0.88338, convex_area =  12358.00000, extent =      0.58961, type = O
-    area =  11811.00000, perimeter =    427.75101, major_axis_length =    170.10205, minor_axis_length =     89.35463, eccentricity =      0.85092, convex_area =  12066.00000, extent =      0.64541, type = O
-    area =  14456.00000, perimeter =    497.98801, major_axis_length =    210.53189, minor_axis_length =     88.88429, eccentricity =      0.90651, convex_area =  14865.00000, extent =      0.67805, type = C
-    area =  17079.00000, perimeter =    520.45001, major_axis_length =    216.15999, minor_axis_length =    101.76250, eccentricity =      0.88225, convex_area =  17418.00000, extent =      0.79437, type = C
-    area =  11377.00000, perimeter =    456.45401, major_axis_length =    200.84261, minor_axis_length =     72.35117, eccentricity =      0.93286, convex_area =  11573.00000, extent =      0.75225, type = C
-    area =  10871.00000, perimeter =    414.67401, major_axis_length =    165.74614, minor_axis_length =     85.62849, eccentricity =      0.85621, convex_area =  11224.00000, extent =      0.76610, type = O
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diff --git a/build/run_4/regress.stt b/build/run_4/regress.stt
index fc459f9..95129fa 100644
--- a/build/run_4/regress.stt
+++ b/build/run_4/regress.stt
@@ -1,21 +1,16 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9541	0.9982	0.0000	17.860	3.396	45	5	67	6	0.9541	0.9982	0.0000	17.860	3.396	45	5	67	6	
-1	0	0.9900	0.9982	0.0000	16.520	3.500	45	5	78	8	0.9721	0.9982	0.0000	17.190	3.448	45	5	67	6	
-2	0	0.9980	0.9982	0.9977	16.660	3.488	45	5	49	7	0.9807	0.9982	0.0000	17.013	3.461	45	5	67	6	
-3	0	0.9980	0.9982	0.9977	13.864	3.180	45	5	36	7	0.9851	0.9982	0.0000	16.226	3.391	45	5	67	6	
-4	0	0.9980	0.9982	0.9979	12.540	3.052	45	5	1	0	0.9877	0.9982	0.0000	15.489	3.323	45	5	67	6	
-5	0	0.9980	0.9982	0.9977	12.476	3.248	45	5	53	7	0.9894	0.9982	0.0000	14.987	3.311	45	5	67	6	
-6	0	0.9940	0.9986	0.0000	12.348	3.312	13	7	11	6	0.9900	0.9986	0.0000	14.610	3.311	13	7	67	6	
-7	0	0.9980	0.9986	0.9979	12.192	3.284	13	7	3	1	0.9910	0.9986	0.0000	14.307	3.308	13	7	67	6	
-8	0	0.9941	0.9986	0.0000	11.460	3.160	13	7	75	13	0.9914	0.9986	0.0000	13.991	3.291	13	7	67	6	
-9	0	0.9940	0.9986	0.0000	12.548	3.404	13	7	6	2	0.9916	0.9986	0.0000	13.847	3.302	13	7	67	6	
-10	0	0.9980	0.9986	0.9971	12.252	3.492	13	7	7	3	0.9922	0.9986	0.0000	13.702	3.320	13	7	67	6	
-11	0	0.9980	0.9986	0.9971	9.996	3.144	13	7	7	3	0.9927	0.9986	0.0000	13.393	3.305	13	7	67	6	
-12	0	0.9980	0.9986	0.9971	9.328	2.940	13	7	5	2	0.9931	0.9986	0.0000	13.080	3.277	13	7	67	6	
-13	0	0.9901	0.9986	0.0000	8.480	2.832	13	7	34	6	0.9929	0.9986	0.0000	12.752	3.245	13	7	67	6	
-14	0	0.9980	0.9986	0.9979	7.508	2.680	13	7	3	1	0.9932	0.9986	0.0000	12.402	3.207	13	7	67	6	
-15	0	0.9980	0.9986	0.9979	7.176	2.492	13	7	6	2	0.9935	0.9986	0.0000	12.075	3.163	13	7	67	6	
-16	0	0.9940	0.9986	0.0000	7.320	2.532	13	7	19	9	0.9936	0.9986	0.0000	11.796	3.126	13	7	67	6	
-17	0	0.9980	0.9986	0.9979	6.428	2.256	13	7	11	7	0.9938	0.9986	0.0000	11.498	3.077	13	7	67	6	
-18	0	0.9980	0.9986	0.9979	6.668	2.384	13	7	4	2	0.9940	0.9986	0.0000	11.243	3.041	13	7	67	6	
-19	0	0.9980	0.9986	0.9958	5.972	2.196	13	7	13	6	0.9942	0.9986	0.0000	10.980	2.999	13	7	67	6	
+0	0	0.9581	0.9983	0.0000	17.944	3.364	8	3	9	3	0.9581	0.9983	0.0000	17.944	3.364	8	3	9	3	
+1	0	0.9930	0.9986	0.0000	15.919	3.479	19	5	36	5	0.9756	0.9986	0.0000	16.931	3.421	19	5	9	3	
+2	0	0.9880	0.9986	0.0000	16.496	3.786	19	5	14	5	0.9797	0.9986	0.0000	16.786	3.543	19	5	9	3	
+3	0	0.9918	0.9986	0.0000	16.375	3.975	19	5	39	5	0.9827	0.9986	0.0000	16.683	3.651	19	5	9	3	
+4	0	0.9943	0.9986	0.0000	14.804	3.837	19	5	80	14	0.9850	0.9986	0.0000	16.308	3.688	19	5	9	3	
+5	0	0.9880	0.9986	0.0000	14.643	3.876	19	5	19	7	0.9855	0.9986	0.0000	16.030	3.720	19	5	9	3	
+6	0	0.9930	0.9986	0.0000	14.695	4.059	19	5	42	11	0.9866	0.9986	0.0000	15.839	3.768	19	5	9	3	
+7	0	0.9930	0.9986	0.0000	13.610	3.949	19	5	33	6	0.9874	0.9986	0.0000	15.561	3.791	19	5	9	3	
+8	0	0.9955	0.9986	0.0000	12.756	3.834	19	5	21	6	0.9883	0.9986	0.0000	15.249	3.795	19	5	9	3	
+9	0	0.9955	0.9986	0.0000	11.520	3.643	19	5	66	8	0.9890	0.9986	0.0000	14.876	3.780	19	5	9	3	
+10	0	0.9980	0.9986	0.9972	10.195	3.474	19	5	43	9	0.9899	0.9986	0.0000	14.451	3.752	19	5	9	3	
+11	0	0.9968	0.9986	0.0000	9.291	3.190	19	5	16	5	0.9904	0.9986	0.0000	14.021	3.705	19	5	9	3	
+12	0	0.9968	0.9986	0.0000	9.121	3.172	19	5	25	6	0.9909	0.9986	0.0000	13.644	3.664	19	5	9	3	
+13	0	0.9968	0.9986	0.0000	8.796	3.096	21	5	18	5	0.9913	0.9986	0.0000	13.297	3.624	21	5	9	3	
+14	0	0.9980	0.9986	0.9980	7.952	2.888	21	5	5	2	0.9918	0.9986	0.0000	12.941	3.575	21	5	9	3	
diff --git a/build/run_4/regress.sys b/build/run_4/regress.sys
index 39c13ab..ddeebc6 100644
--- a/build/run_4/regress.sys
+++ b/build/run_4/regress.sys
@@ -14,71 +14,82 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 1148.
+    no random number seed specfied; using 443.
 creating initial population(s):
-    346 trees were generated to fill the population of 250 (250 trees).
+    1111 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (9s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (4s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (9s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (7s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 6.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 7.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 8.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 9.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (6s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (4s wall)
     breeding complete.    (0s wall)
 === generation 11.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 12.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 13.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 14.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 15.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 16.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 17.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 18.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 19.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      4335060
+               freed:      4287060
+           not freed:      48000
+       max allocated:      460341
+    malloc'ed blocks:      51043
+   realloc'ed blocks:      7
+      free'ed blocks:      51037
+
+------- time -------
+             overall:      62s wall
+          evaluation:      59s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1660
+               freed:      1660
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_5/regress.bst b/build/run_5/regress.bst
index 5b91d0a..08f1618 100644
--- a/build/run_5/regress.bst
+++ b/build/run_5/regress.bst
@@ -1,28 +1,18 @@
 === BEST-OF-RUN ===
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
+              generation: 1
+                   nodes: 3
+                   depth: 1
+                    hits: 596
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
+                    hits: 596
+             raw fitness: 596.0000
+    standardized fitness: 596.0000
+        adjusted fitness: 0.9983
 TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
+ (- 0.60007 extent)
 TREE-equ:
-y = (((eccentricity / (exp((minor + perimeter)) - eccentricity)) * ((((minor - perimeter) * (perimeter / major)) / exp((eccentricity - eccentricity))) * (((major + major) / (area * area)) / (exp(major) + (0.80038 - minor))))) - log((log(-0.49049) / exp(exp((-0.35161 + convex))))))
+y = (0.60007 - extent)
diff --git a/build/run_5/regress.fn b/build/run_5/regress.fn
index 671eeac..4accc4d 100644
--- a/build/run_5/regress.fn
+++ b/build/run_5/regress.fn
@@ -1,22 +1,12 @@
-Hits: 2589, Total Size: 2810, Percent Hit: 92.135231
-CC: 1021
-CO: 120
-OO: 1568
-OC: 101
-Fitness: 0.998888
-Hits: 898
+Hits: 1791, Total Size: 2810, Percent Hit: 63.736655
+CC: 423
+CO: 732
+OO: 1368
+OC: 287
+Fitness: 0.998325
+Hits: 596
 
 
-y = (((eccentricity / (exp((minor + perimeter)) - eccentricity)) * ((((minor - perimeter) * (perimeter / major)) / exp((eccentricity - eccentricity))) * (((major + major) / (area * area)) / (exp(major) + (0.80038 - minor))))) - log((log(-0.49049) / exp(exp((-0.35161 + convex))))))
+y = (0.60007 - extent)
 
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
+ (- 0.60007 extent)
diff --git a/build/run_5/regress.his b/build/run_5/regress.his
index 4200ec8..a3ae726 100644
--- a/build/run_5/regress.his
+++ b/build/run_5/regress.his
@@ -1,1374 +1,94 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 32
+                   nodes: 38
                    depth: 5
-                    hits: 533
+                    hits: 575
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 533
-             raw fitness: 533.0000
-    standardized fitness: 533.0000
-        adjusted fitness: 0.9981
+                    hits: 575
+             raw fitness: 575.0000
+    standardized fitness: 575.0000
+        adjusted fitness: 0.9983
 TREE:
- (/ (log (log (log (+ extent 0.05591))))
-    (* (+ (- (* major perimeter)
-             (- 0.04972 area))
-          (* (* eccentricity major)
-             (log minor)))
-       (* (* (- extent eccentricity)
-             (log minor))
-          (exp (exp extent)))))
+ (- (* (* (exp (log minor))
+          (* (/ major convex)
+             (log eccentricity)))
+       (+ (+ (- area convex)
+             (/ major extent))
+          (+ (log major)
+             (/ convex perimeter))))
+    (exp (/ (/ (/ eccentricity major)
+               (- minor major))
+            (log (log minor)))))
 === BEST-OF-RUN ===
       current generation: 1
-              generation: 0
-                   nodes: 32
-                   depth: 5
-                    hits: 533
+              generation: 1
+                   nodes: 3
+                   depth: 1
+                    hits: 596
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 533
-             raw fitness: 533.0000
-    standardized fitness: 533.0000
-        adjusted fitness: 0.9981
+                    hits: 596
+             raw fitness: 596.0000
+    standardized fitness: 596.0000
+        adjusted fitness: 0.9983
 TREE:
- (/ (log (log (log (+ extent 0.05591))))
-    (* (+ (- (* major perimeter)
-             (- 0.04972 area))
-          (* (* eccentricity major)
-             (log minor)))
-       (* (* (- extent eccentricity)
-             (log minor))
-          (exp (exp extent)))))
+ (- 0.60007 extent)
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 0
-                   nodes: 32
-                   depth: 5
-                    hits: 533
+              generation: 1
+                   nodes: 3
+                   depth: 1
+                    hits: 596
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 533
-             raw fitness: 533.0000
-    standardized fitness: 533.0000
-        adjusted fitness: 0.9981
+                    hits: 596
+             raw fitness: 596.0000
+    standardized fitness: 596.0000
+        adjusted fitness: 0.9983
 TREE:
- (/ (log (log (log (+ extent 0.05591))))
-    (* (+ (- (* major perimeter)
-             (- 0.04972 area))
-          (* (* eccentricity major)
-             (log minor)))
-       (* (* (- extent eccentricity)
-             (log minor))
-          (exp (exp extent)))))
+ (- 0.60007 extent)
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 3
-                   nodes: 51
-                   depth: 6
-                    hits: 892
+              generation: 1
+                   nodes: 3
+                   depth: 1
+                    hits: 596
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 892
-             raw fitness: 892.0000
-    standardized fitness: 892.0000
-        adjusted fitness: 0.9989
+                    hits: 596
+             raw fitness: 596.0000
+    standardized fitness: 596.0000
+        adjusted fitness: 0.9983
 TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter))
-             (* (/ minor eccentricity)
-                (exp extent))))
-       (* (/ (log (/ extent area))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log (exp (- eccentricity major)))
-            (exp (exp (+ -0.35161 convex))))))
+ (- 0.60007 extent)
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 3
-                   nodes: 51
-                   depth: 6
-                    hits: 892
+              generation: 1
+                   nodes: 3
+                   depth: 1
+                    hits: 596
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 892
-             raw fitness: 892.0000
-    standardized fitness: 892.0000
-        adjusted fitness: 0.9989
+                    hits: 596
+             raw fitness: 596.0000
+    standardized fitness: 596.0000
+        adjusted fitness: 0.9983
 TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter))
-             (* (/ minor eccentricity)
-                (exp extent))))
-       (* (/ (log (/ extent area))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log (exp (- eccentricity major)))
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 5
-              generation: 3
-                   nodes: 51
-                   depth: 6
-                    hits: 892
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 892
-             raw fitness: 892.0000
-    standardized fitness: 892.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter))
-             (* (/ minor eccentricity)
-                (exp extent))))
-       (* (/ (log (/ extent area))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log (exp (- eccentricity major)))
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 6
-              generation: 3
-                   nodes: 51
-                   depth: 6
-                    hits: 892
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 892
-             raw fitness: 892.0000
-    standardized fitness: 892.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter))
-             (* (/ minor eccentricity)
-                (exp extent))))
-       (* (/ (log (/ extent area))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log (exp (- eccentricity major)))
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 7
-              generation: 3
-                   nodes: 51
-                   depth: 6
-                    hits: 892
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 892
-             raw fitness: 892.0000
-    standardized fitness: 892.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter))
-             (* (/ minor eccentricity)
-                (exp extent))))
-       (* (/ (log (/ extent area))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log (exp (- eccentricity major)))
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 8
-              generation: 3
-                   nodes: 51
-                   depth: 6
-                    hits: 892
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 892
-             raw fitness: 892.0000
-    standardized fitness: 892.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter))
-             (* (/ minor eccentricity)
-                (exp extent))))
-       (* (/ (log (/ extent area))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log (exp (- eccentricity major)))
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 9
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 10
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 11
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 12
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 13
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 14
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 15
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
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-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 49
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
-=== BEST-OF-RUN ===
-      current generation: 50
-              generation: 9
-                   nodes: 46
-                   depth: 6
-                    hits: 898
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 898
-             raw fitness: 898.0000
-    standardized fitness: 898.0000
-        adjusted fitness: 0.9989
-TREE:
- (- (* (/ eccentricity
-          (- (exp (+ minor perimeter)) eccentricity))
-       (* (/ (* (- minor perimeter)
-                (/ perimeter major))
-             (exp (- eccentricity eccentricity)))
-          (/ (/ (+ major major)
-                (* area area))
-             (+ (exp major)
-                (- 0.80038 minor)))))
-    (log (/ (log -0.49049)
-            (exp (exp (+ -0.35161 convex))))))
+ (- 0.60007 extent)
diff --git a/build/run_5/regress.prg b/build/run_5/regress.prg
index 1674ae5..7d78ed4 100644
--- a/build/run_5/regress.prg
+++ b/build/run_5/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  15879.00000, perimeter =    517.92700, major_axis_length =    216.65013, minor_axis_length =     94.65620, eccentricity =      0.89951, convex_area =  16484.00000, extent =      0.68776, type = C
-    area =  11538.00000, perimeter =    418.66101, major_axis_length =    170.85091, minor_axis_length =     86.49840, eccentricity =      0.86237, convex_area =  11741.00000, extent =      0.71354, type = O
-    area =  12958.00000, perimeter =    445.69699, major_axis_length =    178.81097, minor_axis_length =     93.66616, eccentricity =      0.85182, convex_area =  13223.00000, extent =      0.71198, type = O
-    area =  11957.00000, perimeter =    437.44699, major_axis_length =    176.08249, minor_axis_length =     87.90864, eccentricity =      0.86646, convex_area =  12314.00000, extent =      0.60444, type = O
-    area =  12745.00000, perimeter =    470.30399, major_axis_length =    205.09268, minor_axis_length =     79.50904, eccentricity =      0.92180, convex_area =  12940.00000, extent =      0.53317, type = C
-    area =  13387.00000, perimeter =    464.64301, major_axis_length =    192.39961, minor_axis_length =     90.31412, eccentricity =      0.88298, convex_area =  13746.00000, extent =      0.75352, type = C
-    area =   9120.00000, perimeter =    383.57300, major_axis_length =    158.46271, minor_axis_length =     74.15768, eccentricity =      0.88374, convex_area =   9293.00000, extent =      0.61764, type = O
-    area =  11459.00000, perimeter =    435.45300, major_axis_length =    175.30644, minor_axis_length =     85.23182, eccentricity =      0.87385, convex_area =  11833.00000, extent =      0.58390, type = O
-    area =  13098.00000, perimeter =    458.73300, major_axis_length =    187.31577, minor_axis_length =     90.63008, eccentricity =      0.87516, convex_area =  13423.00000, extent =      0.60193, type = O
-    area =  17250.00000, perimeter =    528.09900, major_axis_length =    220.79893, minor_axis_length =    101.24916, eccentricity =      0.88866, convex_area =  17570.00000, extent =      0.83966, type = C
-    area =  10497.00000, perimeter =    405.34601, major_axis_length =    165.34816, minor_axis_length =     81.97666, eccentricity =      0.86845, convex_area =  10735.00000, extent =      0.66860, type = O
-    area =  11708.00000, perimeter =    423.94101, major_axis_length =    173.93201, minor_axis_length =     85.92611, eccentricity =      0.86945, convex_area =  11918.00000, extent =      0.61132, type = O
-    area =  15115.00000, perimeter =    492.01599, major_axis_length =    200.45363, minor_axis_length =     97.04861, eccentricity =      0.87499, convex_area =  15411.00000, extent =      0.72383, type = O
-    area =  14961.00000, perimeter =    502.90900, major_axis_length =    215.19250, minor_axis_length =     89.23142, eccentricity =      0.90998, convex_area =  15218.00000, extent =      0.67532, type = C
-    area =  10346.00000, perimeter =    402.58099, major_axis_length =    167.27846, minor_axis_length =     79.82422, eccentricity =      0.87880, convex_area =  10479.00000, extent =      0.58972, type = O
-    area =  13907.00000, perimeter =    485.72000, major_axis_length =    202.58109, minor_axis_length =     89.20242, eccentricity =      0.89784, convex_area =  14358.00000, extent =      0.55572, type = C
-    area =  12915.00000, perimeter =    456.14499, major_axis_length =    181.74844, minor_axis_length =     92.09657, eccentricity =      0.86211, convex_area =  13284.00000, extent =      0.60600, type = O
-    area =  11778.00000, perimeter =    432.25699, major_axis_length =    173.48621, minor_axis_length =     87.75865, eccentricity =      0.86262, convex_area =  12104.00000, extent =      0.66497, type = O
-    area =  13455.00000, perimeter =    468.86200, major_axis_length =    196.68491, minor_axis_length =     87.98445, eccentricity =      0.89437, convex_area =  13730.00000, extent =      0.65494, type = C
-    area =  13726.00000, perimeter =    484.24701, major_axis_length =    209.70306, minor_axis_length =     83.88441, eccentricity =      0.91651, convex_area =  13969.00000, extent =      0.55560, type = C
-    area =  14312.00000, perimeter =    488.41901, major_axis_length =    208.17024, minor_axis_length =     88.40865, eccentricity =      0.90534, convex_area =  14692.00000, extent =      0.79335, type = C
-    area =  12622.00000, perimeter =    458.27499, major_axis_length =    189.69633, minor_axis_length =     86.54059, eccentricity =      0.88987, convex_area =  13019.00000, extent =      0.76441, type = O
-    area =  10725.00000, perimeter =    411.69101, major_axis_length =    164.60034, minor_axis_length =     84.29297, eccentricity =      0.85892, convex_area =  11009.00000, extent =      0.66615, type = O
-    area =  11658.00000, perimeter =    424.53400, major_axis_length =    170.76994, minor_axis_length =     88.24642, eccentricity =      0.85613, convex_area =  11963.00000, extent =      0.68299, type = O
-    area =  15292.00000, perimeter =    510.48300, major_axis_length =    219.65903, minor_axis_length =     89.13313, eccentricity =      0.91397, convex_area =  15511.00000, extent =      0.54319, type = C
-    area =  10395.00000, perimeter =    415.29599, major_axis_length =    170.19351, minor_axis_length =     79.33728, eccentricity =      0.88470, convex_area =  10725.00000, extent =      0.60968, type = O
-    area =  10286.00000, perimeter =    406.71301, major_axis_length =    171.05067, minor_axis_length =     77.44872, eccentricity =      0.89162, convex_area =  10469.00000, extent =      0.61845, type = O
-    area =  16051.00000, perimeter =    516.17401, major_axis_length =    214.87718, minor_axis_length =     96.84511, eccentricity =      0.89268, convex_area =  16479.00000, extent =      0.67964, type = C
-    area =  13731.00000, perimeter =    489.05801, major_axis_length =    212.43546, minor_axis_length =     82.91467, eccentricity =      0.92069, convex_area =  14014.00000, extent =      0.59173, type = C
-    area =  15158.00000, perimeter =    505.27600, major_axis_length =    209.47603, minor_axis_length =     93.92683, eccentricity =      0.89384, convex_area =  15586.00000, extent =      0.60937, type = C
-    area =  14331.00000, perimeter =    495.14301, major_axis_length =    212.02896, minor_axis_length =     86.86129, eccentricity =      0.91224, convex_area =  14723.00000, extent =      0.66578, type = C
-    area =  16418.00000, perimeter =    534.98999, major_axis_length =    230.15858, minor_axis_length =     91.78718, eccentricity =      0.91704, convex_area =  16736.00000, extent =      0.64628, type = C
-    area =  14686.00000, perimeter =    490.40601, major_axis_length =    203.03380, minor_axis_length =     93.82804, eccentricity =      0.88681, convex_area =  15065.00000, extent =      0.61468, type = C
-    area =  14944.00000, perimeter =    500.23801, major_axis_length =    209.55765, minor_axis_length =     91.52841, eccentricity =      0.89957, convex_area =  15255.00000, extent =      0.62896, type = C
-    area =  14096.00000, perimeter =    476.95401, major_axis_length =    198.74219, minor_axis_length =     91.36671, eccentricity =      0.88806, convex_area =  14346.00000, extent =      0.59932, type = C
-    area =  15074.00000, perimeter =    497.17801, major_axis_length =    205.63982, minor_axis_length =     94.62220, eccentricity =      0.88785, convex_area =  15536.00000, extent =      0.72111, type = C
-    area =  10524.00000, perimeter =    402.49500, major_axis_length =    164.08194, minor_axis_length =     82.46438, eccentricity =      0.86453, convex_area =  10713.00000, extent =      0.63253, type = O
-    area =  14407.00000, perimeter =    494.98999, major_axis_length =    208.74904, minor_axis_length =     88.66286, eccentricity =      0.90532, convex_area =  14716.00000, extent =      0.57376, type = C
-    area =  12344.00000, perimeter =    442.70200, major_axis_length =    179.73578, minor_axis_length =     88.92992, eccentricity =      0.86902, convex_area =  12609.00000, extent =      0.71897, type = O
-    area =  10623.00000, perimeter =    423.02301, major_axis_length =    175.03427, minor_axis_length =     78.42091, eccentricity =      0.89402, convex_area =  10897.00000, extent =      0.58730, type = O
-    area =  10798.00000, perimeter =    412.01300, major_axis_length =    169.99113, minor_axis_length =     81.77663, eccentricity =      0.87669, convex_area =  11000.00000, extent =      0.64884, type = O
-    area =  12150.00000, perimeter =    435.90399, major_axis_length =    175.48322, minor_axis_length =     89.56684, eccentricity =      0.85994, convex_area =  12460.00000, extent =      0.71053, type = O
-    area =  14850.00000, perimeter =    500.29800, major_axis_length =    213.07790, minor_axis_length =     89.35130, eccentricity =      0.90783, convex_area =  15124.00000, extent =      0.58021, type = C
-    area =  11354.00000, perimeter =    426.87299, major_axis_length =    172.39626, minor_axis_length =     85.40240, eccentricity =      0.86867, convex_area =  11703.00000, extent =      0.72922, type = O
-    area =  10690.00000, perimeter =    411.38400, major_axis_length =    169.08861, minor_axis_length =     81.66603, eccentricity =      0.87563, convex_area =  10915.00000, extent =      0.66110, type = O
-    area =  12798.00000, perimeter =    469.29800, major_axis_length =    202.16541, minor_axis_length =     81.58068, eccentricity =      0.91496, convex_area =  13152.00000, extent =      0.78037, type = C
-    area =  13201.00000, perimeter =    461.51901, major_axis_length =    192.88509, minor_axis_length =     87.83331, eccentricity =      0.89030, convex_area =  13408.00000, extent =      0.63491, type = C
-    area =  12411.00000, perimeter =    443.55499, major_axis_length =    178.22722, minor_axis_length =     90.22404, eccentricity =      0.86240, convex_area =  12780.00000, extent =      0.64053, type = O
-    area =  10561.00000, perimeter =    417.93301, major_axis_length =    172.89072, minor_axis_length =     79.52290, eccentricity =      0.88794, convex_area =  10804.00000, extent =      0.64791, type = O
-    area =   8965.00000, perimeter =    383.48199, major_axis_length =    156.28944, minor_axis_length =     74.67708, eccentricity =      0.87846, convex_area =   9317.00000, extent =      0.62029, type = O
-    area =  10702.00000, perimeter =    409.26599, major_axis_length =    160.70015, minor_axis_length =     85.87032, eccentricity =      0.84526, convex_area =  10990.00000, extent =      0.68603, type = O
-    area =  13501.00000, perimeter =    485.75601, major_axis_length =    205.77101, minor_axis_length =     84.90839, eccentricity =      0.91090, convex_area =  13896.00000, extent =      0.65852, type = C
-    area =  10482.00000, perimeter =    402.52100, major_axis_length =    164.54213, minor_axis_length =     82.02779, eccentricity =      0.86688, convex_area =  10679.00000, extent =      0.61812, type = O
-    area =  13335.00000, perimeter =    474.37701, major_axis_length =    197.83990, minor_axis_length =     87.58254, eccentricity =      0.89667, convex_area =  13702.00000, extent =      0.66702, type = O
-    area =  13677.00000, perimeter =    485.52899, major_axis_length =    207.39461, minor_axis_length =     85.14314, eccentricity =      0.91184, convex_area =  13874.00000, extent =      0.58566, type = C
-    area =  10806.00000, perimeter =    408.67599, major_axis_length =    163.71594, minor_axis_length =     85.63248, eccentricity =      0.85230, convex_area =  11069.00000, extent =      0.61144, type = O
-    area =  14855.00000, perimeter =    495.89899, major_axis_length =    208.57062, minor_axis_length =     92.42722, eccentricity =      0.89645, convex_area =  15191.00000, extent =      0.59061, type = C
-    area =  10843.00000, perimeter =    412.36700, major_axis_length =    168.27451, minor_axis_length =     83.94273, eccentricity =      0.86669, convex_area =  11082.00000, extent =      0.78744, type = O
-    area =   9154.00000, perimeter =    383.67700, major_axis_length =    158.31737, minor_axis_length =     74.56001, eccentricity =      0.88216, convex_area =   9346.00000, extent =      0.74751, type = O
-    area =  10842.00000, perimeter =    412.74899, major_axis_length =    167.04510, minor_axis_length =     84.00163, eccentricity =      0.86436, convex_area =  11105.00000, extent =      0.67050, type = O
-    area =  10572.00000, perimeter =    412.25201, major_axis_length =    163.65118, minor_axis_length =     84.48180, eccentricity =      0.85645, convex_area =  10911.00000, extent =      0.66220, type = O
-    area =  13221.00000, perimeter =    448.64499, major_axis_length =    181.13892, minor_axis_length =     93.82220, eccentricity =      0.85541, convex_area =  13378.00000, extent =      0.62540, type = O
-    area =  12867.00000, perimeter =    449.07999, major_axis_length =    181.70056, minor_axis_length =     91.34106, eccentricity =      0.86446, convex_area =  13152.00000, extent =      0.64906, type = O
-    area =  14424.00000, perimeter =    497.76999, major_axis_length =    210.74310, minor_axis_length =     88.51710, eccentricity =      0.90751, convex_area =  14920.00000, extent =      0.55820, type = C
-    area =  15290.00000, perimeter =    501.05701, major_axis_length =    209.36775, minor_axis_length =     94.17390, eccentricity =      0.89313, convex_area =  15582.00000, extent =      0.75783, type = C
-    area =  14461.00000, perimeter =    483.56601, major_axis_length =    202.35306, minor_axis_length =     91.65204, eccentricity =      0.89155, convex_area =  14718.00000, extent =      0.74541, type = C
-    area =  13130.00000, perimeter =    467.92200, major_axis_length =    196.14680, minor_axis_length =     86.20712, eccentricity =      0.89824, convex_area =  13462.00000, extent =      0.57482, type = C
-    area =  14217.00000, perimeter =    472.31500, major_axis_length =    196.74448, minor_axis_length =     92.90379, eccentricity =      0.88149, convex_area =  14426.00000, extent =      0.59987, type = O
-    area =  11278.00000, perimeter =    430.26300, major_axis_length =    174.44518, minor_axis_length =     83.79234, eccentricity =      0.87708, convex_area =  11637.00000, extent =      0.73655, type = O
-    area =  14186.00000, perimeter =    484.06000, major_axis_length =    201.19231, minor_axis_length =     91.25877, eccentricity =      0.89121, convex_area =  14560.00000, extent =      0.76652, type = O
-    area =  11270.00000, perimeter =    422.60901, major_axis_length =    173.23421, minor_axis_length =     83.39992, eccentricity =      0.87649, convex_area =  11449.00000, extent =      0.61390, type = O
-    area =  10803.00000, perimeter =    409.12500, major_axis_length =    169.41493, minor_axis_length =     81.78897, eccentricity =      0.87575, convex_area =  10968.00000, extent =      0.74355, type = O
-    area =  10534.00000, perimeter =    409.62500, major_axis_length =    167.98820, minor_axis_length =     80.67377, eccentricity =      0.87714, convex_area =  10753.00000, extent =      0.60961, type = O
-    area =  13782.00000, perimeter =    471.13101, major_axis_length =    194.43834, minor_axis_length =     90.97846, eccentricity =      0.88378, convex_area =  14000.00000, extent =      0.59662, type = C
-    area =  12539.00000, perimeter =    442.29700, major_axis_length =    178.60106, minor_axis_length =     90.33458, eccentricity =      0.86266, convex_area =  12790.00000, extent =      0.73448, type = O
-    area =  12985.00000, perimeter =    466.13501, major_axis_length =    196.66615, minor_axis_length =     84.69309, eccentricity =      0.90252, convex_area =  13221.00000, extent =      0.58889, type = C
-    area =  11512.00000, perimeter =    427.56799, major_axis_length =    172.21010, minor_axis_length =     85.44306, eccentricity =      0.86823, convex_area =  11802.00000, extent =      0.69079, type = O
-    area =  11509.00000, perimeter =    435.86700, major_axis_length =    178.42445, minor_axis_length =     83.85387, eccentricity =      0.88268, convex_area =  11792.00000, extent =      0.58466, type = O
-    area =  11470.00000, perimeter =    426.62500, major_axis_length =    175.59566, minor_axis_length =     83.90218, eccentricity =      0.87846, convex_area =  11719.00000, extent =      0.73225, type = O
-    area =  14634.00000, perimeter =    493.02701, major_axis_length =    208.13615, minor_axis_length =     90.37943, eccentricity =      0.90080, convex_area =  14898.00000, extent =      0.71025, type = C
-    area =  10620.00000, perimeter =    404.93201, major_axis_length =    164.52055, minor_axis_length =     83.29569, eccentricity =      0.86236, convex_area =  10863.00000, extent =      0.76184, type = O
-    area =  11353.00000, perimeter =    418.50500, major_axis_length =    166.98601, minor_axis_length =     87.75209, eccentricity =      0.85079, convex_area =  11587.00000, extent =      0.64141, type = O
-    area =  15390.00000, perimeter =    511.50900, major_axis_length =    214.46609, minor_axis_length =     92.45722, eccentricity =      0.90230, convex_area =  15788.00000, extent =      0.77329, type = C
-    area =  12745.00000, perimeter =    453.03500, major_axis_length =    187.00584, minor_axis_length =     87.66729, eccentricity =      0.88331, convex_area =  13040.00000, extent =      0.60518, type = C
-    area =  14318.00000, perimeter =    491.29599, major_axis_length =    207.61473, minor_axis_length =     89.12659, eccentricity =      0.90317, convex_area =  14629.00000, extent =      0.56246, type = C
-    area =  14275.00000, perimeter =    485.78799, major_axis_length =    206.46191, minor_axis_length =     88.92574, eccentricity =      0.90249, convex_area =  14469.00000, extent =      0.54756, type = C
-    area =  12570.00000, perimeter =    450.85901, major_axis_length =    178.96025, minor_axis_length =     91.11516, eccentricity =      0.86069, convex_area =  12886.00000, extent =      0.61049, type = O
-    area =  13855.00000, perimeter =    487.83099, major_axis_length =    207.10844, minor_axis_length =     86.02370, eccentricity =      0.90966, convex_area =  14214.00000, extent =      0.55155, type = C
-    area =  14816.00000, perimeter =    496.31601, major_axis_length =    206.65742, minor_axis_length =     92.17413, eccentricity =      0.89502, convex_area =  15194.00000, extent =      0.58150, type = C
-    area =  12008.00000, perimeter =    440.51801, major_axis_length =    185.98866, minor_axis_length =     83.02412, eccentricity =      0.89484, convex_area =  12227.00000, extent =      0.69940, type = O
-    area =  14263.00000, perimeter =    489.44601, major_axis_length =    205.81178, minor_axis_length =     89.50909, eccentricity =      0.90048, convex_area =  14637.00000, extent =      0.66318, type = C
-    area =  13321.00000, perimeter =    473.99301, major_axis_length =    199.27257, minor_axis_length =     85.92883, eccentricity =      0.90225, convex_area =  13758.00000, extent =      0.56457, type = C
-    area =  12582.00000, perimeter =    446.29001, major_axis_length =    180.48827, minor_axis_length =     89.40398, eccentricity =      0.86870, convex_area =  12801.00000, extent =      0.70338, type = O
-    area =  12225.00000, perimeter =    444.14899, major_axis_length =    190.22061, minor_axis_length =     82.50629, eccentricity =      0.90104, convex_area =  12408.00000, extent =      0.79855, type = O
-    area =  12752.00000, perimeter =    462.35999, major_axis_length =    190.73418, minor_axis_length =     86.67176, eccentricity =      0.89079, convex_area =  13112.00000, extent =      0.62843, type = C
-    area =  12331.00000, perimeter =    441.44000, major_axis_length =    175.60992, minor_axis_length =     90.82543, eccentricity =      0.85586, convex_area =  12617.00000, extent =      0.61940, type = O
-    area =  13200.00000, perimeter =    477.85101, major_axis_length =    202.59695, minor_axis_length =     83.68837, eccentricity =      0.91070, convex_area =  13585.00000, extent =      0.64140, type = C
-    area =  15281.00000, perimeter =    509.51700, major_axis_length =    212.69688, minor_axis_length =     92.99384, eccentricity =      0.89936, convex_area =  15689.00000, extent =      0.64023, type = C
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diff --git a/build/run_5/regress.stt b/build/run_5/regress.stt
index af949ed..25747dd 100644
--- a/build/run_5/regress.stt
+++ b/build/run_5/regress.stt
@@ -1,52 +1,6 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9621	0.9981	0.0000	17.276	3.228	32	5	38	5	0.9621	0.9981	0.0000	17.276	3.228	32	5	38	5	
-1	0	0.9940	0.9981	0.0000	16.324	3.356	32	5	28	5	0.9780	0.9981	0.0000	16.800	3.292	32	5	38	5	
-2	0	0.9860	0.9981	0.0000	14.580	3.396	32	5	43	5	0.9807	0.9981	0.0000	16.060	3.327	32	5	38	5	
-3	0	0.9940	0.9989	0.0000	13.584	3.412	51	6	37	11	0.9840	0.9989	0.0000	15.441	3.348	51	6	38	5	
-4	0	0.9980	0.9989	0.9973	13.272	3.388	51	6	11	5	0.9868	0.9989	0.0000	15.007	3.356	51	6	38	5	
-5	0	0.9940	0.9989	0.0000	13.860	3.472	51	6	36	9	0.9880	0.9989	0.0000	14.816	3.375	51	6	38	5	
-6	0	0.9980	0.9989	0.9979	14.724	3.740	51	6	44	11	0.9894	0.9989	0.0000	14.803	3.427	51	6	38	5	
-7	0	0.9980	0.9989	0.9980	15.452	3.804	51	6	6	2	0.9905	0.9989	0.0000	14.884	3.474	51	6	38	5	
-8	0	0.9940	0.9989	0.0000	15.540	3.788	51	6	50	8	0.9909	0.9989	0.0000	14.957	3.509	51	6	38	5	
-9	0	0.9980	0.9989	0.9979	16.084	3.816	46	6	10	4	0.9916	0.9989	0.0000	15.070	3.540	46	6	38	5	
-10	0	0.9980	0.9989	0.9980	16.664	3.992	46	6	5	3	0.9922	0.9989	0.0000	15.215	3.581	46	6	38	5	
-11	0	0.9980	0.9989	0.9979	17.052	4.116	46	6	39	10	0.9927	0.9989	0.0000	15.368	3.626	46	6	38	5	
-12	0	0.9980	0.9989	0.9979	16.932	4.156	46	6	6	3	0.9931	0.9989	0.0000	15.488	3.666	46	6	38	5	
-13	0	0.9980	0.9989	0.9980	16.324	4.096	46	6	3	1	0.9934	0.9989	0.0000	15.548	3.697	46	6	38	5	
-14	0	0.9980	0.9989	0.9979	15.960	3.984	46	6	3	1	0.9937	0.9989	0.0000	15.575	3.716	46	6	38	5	
-15	0	0.9980	0.9989	0.9980	14.340	3.824	46	6	3	1	0.9940	0.9989	0.0000	15.498	3.723	46	6	38	5	
-16	0	0.9980	0.9989	0.9979	15.756	4.088	46	6	8	5	0.9942	0.9989	0.0000	15.513	3.744	46	6	38	5	
-17	0	0.9980	0.9989	0.9980	16.156	4.096	46	6	1	0	0.9944	0.9989	0.0000	15.549	3.764	46	6	38	5	
-18	0	0.9980	0.9989	0.9980	13.816	3.776	46	6	3	1	0.9946	0.9989	0.0000	15.458	3.765	46	6	38	5	
-19	0	0.9980	0.9989	0.9980	12.308	3.272	46	6	12	5	0.9948	0.9989	0.0000	15.300	3.740	46	6	38	5	
-20	0	0.9980	0.9989	0.9980	12.064	3.216	46	6	13	5	0.9949	0.9989	0.0000	15.146	3.715	46	6	38	5	
-21	0	0.9980	0.9989	0.9975	12.012	3.268	46	6	18	5	0.9951	0.9989	0.0000	15.004	3.695	46	6	38	5	
-22	0	0.9980	0.9989	0.9980	12.360	3.280	46	6	5	3	0.9952	0.9989	0.0000	14.889	3.677	46	6	38	5	
-23	0	0.9940	0.9989	0.0000	13.732	3.564	46	6	16	5	0.9952	0.9989	0.0000	14.841	3.672	46	6	38	5	
-24	0	0.9980	0.9989	0.9980	12.172	3.328	46	6	1	0	0.9953	0.9989	0.0000	14.734	3.658	46	6	38	5	
-25	0	0.9980	0.9989	0.9977	11.952	3.280	46	6	46	6	0.9954	0.9989	0.0000	14.627	3.644	46	6	38	5	
-26	0	0.9980	0.9989	0.9980	12.204	3.376	46	6	6	2	0.9955	0.9989	0.0000	14.537	3.634	46	6	38	5	
-27	0	0.9940	0.9989	0.0000	12.952	3.740	46	6	12	5	0.9954	0.9989	0.0000	14.480	3.638	46	6	38	5	
-28	0	0.9980	0.9989	0.9980	12.724	3.780	46	6	19	7	0.9955	0.9989	0.0000	14.420	3.642	46	6	38	5	
-29	0	0.9940	0.9989	0.0000	12.752	3.888	46	6	10	4	0.9955	0.9989	0.0000	14.364	3.651	46	6	38	5	
-30	0	0.9940	0.9989	0.0000	12.664	3.708	46	6	53	9	0.9954	0.9989	0.0000	14.309	3.653	46	6	38	5	
-31	0	0.9980	0.9989	0.9979	12.000	3.740	46	6	9	6	0.9955	0.9989	0.0000	14.237	3.655	46	6	38	5	
-32	0	0.9940	0.9989	0.0000	11.408	3.572	46	6	48	10	0.9955	0.9989	0.0000	14.152	3.653	46	6	38	5	
-33	0	0.9980	0.9989	0.9980	10.956	3.500	46	6	29	9	0.9955	0.9989	0.0000	14.058	3.648	46	6	38	5	
-34	0	0.9940	0.9989	0.0000	11.740	3.472	46	6	19	5	0.9955	0.9989	0.0000	13.991	3.643	46	6	38	5	
-35	0	0.9900	0.9989	0.0000	11.304	3.360	46	6	50	11	0.9953	0.9989	0.0000	13.917	3.635	46	6	38	5	
-36	0	0.9980	0.9989	0.9979	11.720	3.480	46	6	34	5	0.9954	0.9989	0.0000	13.857	3.631	46	6	38	5	
-37	0	0.9940	0.9989	0.0000	11.964	3.560	46	6	28	9	0.9954	0.9989	0.0000	13.807	3.629	46	6	38	5	
-38	0	0.9940	0.9989	0.0000	10.636	3.284	46	6	18	8	0.9953	0.9989	0.0000	13.726	3.620	46	6	38	5	
-39	0	0.9980	0.9989	0.9979	10.264	3.156	46	6	5	2	0.9954	0.9989	0.0000	13.640	3.609	46	6	38	5	
-40	0	0.9980	0.9989	0.9980	10.032	3.164	46	6	4	2	0.9955	0.9989	0.0000	13.552	3.598	46	6	38	5	
-41	0	0.9980	0.9989	0.9980	10.072	3.140	46	6	69	15	0.9955	0.9989	0.0000	13.469	3.587	46	6	38	5	
-42	0	0.9900	0.9989	0.0000	11.108	3.528	46	6	10	3	0.9954	0.9989	0.0000	13.414	3.586	46	6	38	5	
-43	0	0.9940	0.9989	0.0000	8.944	2.944	46	6	63	16	0.9954	0.9989	0.0000	13.312	3.571	46	6	38	5	
-44	0	0.9980	0.9989	0.9980	7.296	2.456	46	6	5	2	0.9954	0.9989	0.0000	13.179	3.546	46	6	38	5	
-45	0	0.9980	0.9989	0.9980	6.924	2.360	46	6	6	4	0.9955	0.9989	0.0000	13.043	3.521	46	6	38	5	
-46	0	0.9980	0.9989	0.9979	7.200	2.416	46	6	6	3	0.9955	0.9989	0.0000	12.918	3.497	46	6	38	5	
-47	0	0.9980	0.9989	0.9980	7.632	2.468	46	6	4	2	0.9956	0.9989	0.0000	12.808	3.476	46	6	38	5	
-48	0	0.9980	0.9989	0.9979	7.328	2.320	46	6	5	2	0.9956	0.9989	0.0000	12.696	3.452	46	6	38	5	
-49	0	0.9980	0.9989	0.9980	7.304	2.268	46	6	3	1	0.9957	0.9989	0.0000	12.588	3.428	46	6	38	5	
-50	0	0.9980	0.9989	0.9980	7.568	2.340	46	6	1	0	0.9957	0.9989	0.0000	12.490	3.407	46	6	38	5	
+0	0	0.9580	0.9983	0.0000	17.741	3.306	38	5	5	2	0.9580	0.9983	0.0000	17.741	3.306	38	5	5	2	
+1	0	0.9967	0.9983	0.0000	16.351	3.410	3	1	41	8	0.9774	0.9983	0.0000	17.046	3.358	3	1	5	2	
+2	0	0.9917	0.9983	0.0000	15.849	3.482	3	1	81	6	0.9821	0.9983	0.0000	16.647	3.400	3	1	5	2	
+3	0	0.9929	0.9983	0.0000	15.332	3.545	3	1	23	5	0.9848	0.9983	0.0000	16.318	3.436	3	1	5	2	
+4	0	0.9954	0.9983	0.0000	14.235	3.549	3	1	63	8	0.9870	0.9983	0.0000	15.902	3.458	3	1	5	2	
diff --git a/build/run_5/regress.sys b/build/run_5/regress.sys
index 264ab8b..79339b1 100644
--- a/build/run_5/regress.sys
+++ b/build/run_5/regress.sys
@@ -14,181 +14,44 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 27.
+    no random number seed specfied; using 600.
 creating initial population(s):
-    334 trees were generated to fill the population of 250 (250 trees).
+    1114 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (5s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (10s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (4s wall)
     breeding complete.    (0s wall)
-=== generation 5.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 6.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 7.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 8.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 9.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 10.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 11.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 12.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 13.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 14.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 15.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 16.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 17.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 18.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 19.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 20.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 21.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 22.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 23.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 24.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 25.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 26.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 27.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 28.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 29.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 30.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 31.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 32.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 33.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 34.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 35.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 36.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 37.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 38.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 39.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 40.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 41.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 42.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 43.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 44.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 45.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 46.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 47.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 48.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 49.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 50.
-    evaluation complete.  (0s wall)
 
 SYSTEM STATISTICS
 
 ------- memory -------
-           allocated:      4354594
-               freed:      4306594
+           allocated:      1951735
+               freed:      1903735
            not freed:      48000
-       max allocated:      216508
-    malloc'ed blocks:      46720
+       max allocated:      461909
+    malloc'ed blocks:      23620
    realloc'ed blocks:      7
-      free'ed blocks:      46714
+      free'ed blocks:      23614
 
 ------- time -------
-             overall:      1s wall
-          evaluation:      1s wall
+             overall:      34s wall
+          evaluation:      31s wall
             breeding:      0s wall
 
 ------- generation spaces -------
@@ -196,7 +59,7 @@ SYSTEM STATISTICS
       space   1 size:      100
 
 ------- ephemeral random constants -------
-                used:      1208
-               freed:      1208
+                used:      1062
+               freed:      1062
            allocated:      1000
               blocks:      1
diff --git a/build/run_6/regress.bst b/build/run_6/regress.bst
index 34cdc22..f640ce9 100644
--- a/build/run_6/regress.bst
+++ b/build/run_6/regress.bst
@@ -1,33 +1,29 @@
 === BEST-OF-RUN ===
-              generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 TREE-equ:
-y = ((((exp((0.16610 - area)) / log((area * minor))) * (((extent / extent) / (extent - area)) * (exp(0.33696) + (convex + major)))) * exp((((extent - area) + (-0.07066 * minor)) * exp(exp(area))))) - (log(log(log(exp(extent)))) / (((exp(eccentricity) + 0.62824) - ((-0.57147 / convex) * (minor * extent))) - (log(log(area)) + ((minor / major) + (major / perimeter))))))
+y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218))))
diff --git a/build/run_6/regress.fn b/build/run_6/regress.fn
index 1622563..6676456 100644
--- a/build/run_6/regress.fn
+++ b/build/run_6/regress.fn
@@ -1,27 +1,23 @@
-Hits: 1931, Total Size: 2810, Percent Hit: 68.718861
-CC: 417
-CO: 707
-OO: 1514
-OC: 172
-Fitness: 0.998459
-Hits: 648
+Hits: 2182, Total Size: 2810, Percent Hit: 77.651246
+CC: 846
+CO: 286
+OO: 1336
+OC: 342
+Fitness: 0.998734
+Hits: 789
 
 
-y = ((((exp((0.16610 - area)) / log((area * minor))) * (((extent / extent) / (extent - area)) * (exp(0.33696) + (convex + major)))) * exp((((extent - area) + (-0.07066 * minor)) * exp(exp(area))))) - (log(log(log(exp(extent)))) / (((exp(eccentricity) + 0.62824) - ((-0.57147 / convex) * (minor * extent))) - (log(log(area)) + ((minor / major) + (major / perimeter))))))
+y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218))))
 
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
diff --git a/build/run_6/regress.his b/build/run_6/regress.his
index 47d5098..9f04bc0 100644
--- a/build/run_6/regress.his
+++ b/build/run_6/regress.his
@@ -1,306 +1,670 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 1
-                   depth: 0
-                    hits: 506
+                   nodes: 26
+                   depth: 4
+                    hits: 526
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 506
-             raw fitness: 506.0000
-    standardized fitness: 506.0000
-        adjusted fitness: 0.9980
+                    hits: 526
+             raw fitness: 526.0000
+    standardized fitness: 526.0000
+        adjusted fitness: 0.9981
 TREE:
- (* (- eccentricity -0.99647)
-    (exp perimeter))
+ (- (* (- (- convex perimeter)
+          (+ area eccentricity))
+       (exp (+ minor eccentricity)))
+    (- (* (log minor)
+          (exp 0.92127))
+       (/ (- 0.61461 major)
+          (/ eccentricity extent))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 3
               generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 4
               generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 5
               generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+                   nodes: 26
+                   depth: 4
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (* (log minor)
+          (+ -0.88679 eccentricity))
+       (exp (exp 0.67345)))
+    (/ (+ (- eccentricity eccentricity)
+          (- extent perimeter))
+       (/ (* extent eccentricity)
+          (- extent perimeter))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 1
-                   nodes: 68
-                   depth: 6
-                    hits: 648
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 648
-             raw fitness: 648.0000
-    standardized fitness: 648.0000
-        adjusted fitness: 0.9985
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* (* (/ (exp (- 0.16610 area))
-             (log (* area minor)))
-          (* (/ (/ extent extent)
-                (- extent area))
-             (+ (exp 0.33696)
-                (+ convex major))))
-       (exp (* (+ (- extent area)
-                  (* -0.07066 minor))
-               (exp (exp area)))))
-    (/ (log (log (log (exp extent))))
-       (- (- (+ (exp eccentricity) 0.62824)
-             (* (/ -0.57147 convex)
-                (* minor extent)))
-          (+ (log (log area))
-             (+ (/ minor major)
-                (/ major perimeter))))))
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 6
+                   nodes: 44
+                   depth: 7
+                    hits: 789
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 789
+             raw fitness: 789.0000
+    standardized fitness: 789.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ (exp eccentricity) extent)
+       (/ (* (exp perimeter)
+             (* major -0.65856))
+          (- (- 0.89693 eccentricity)
+             (/ extent
+                (* minor
+                   (+ eccentricity eccentricity))))))
+    (+ (+ (- (+ convex minor)
+             (- area minor))
+          (- (+ -0.42594 extent)
+             (- minor -0.71593)))
+       (log (/ area 0.40218))))
diff --git a/build/run_6/regress.prg b/build/run_6/regress.prg
index 1276a9d..9766c4a 100644
--- a/build/run_6/regress.prg
+++ b/build/run_6/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  13467.00000, perimeter =    473.30099, major_axis_length =    203.08192, minor_axis_length =     84.99756, eccentricity =      0.90820, convex_area =  13753.00000, extent =      0.77397, type = C
-    area =  14439.00000, perimeter =    490.47000, major_axis_length =    204.82806, minor_axis_length =     91.04846, eccentricity =      0.89577, convex_area =  14815.00000, extent =      0.79139, type = C
-    area =  11141.00000, perimeter =    431.92499, major_axis_length =    181.24011, minor_axis_length =     79.11578, eccentricity =      0.89969, convex_area =  11372.00000, extent =      0.79065, type = C
-    area =  13444.00000, perimeter =    474.59299, major_axis_length =    197.95042, minor_axis_length =     87.63919, eccentricity =      0.89665, convex_area =  13881.00000, extent =      0.65661, type = C
-    area =  12403.00000, perimeter =    451.24399, major_axis_length =    194.00620, minor_axis_length =     82.41925, eccentricity =      0.90527, convex_area =  12596.00000, extent =      0.83069, type = C
-    area =  12432.00000, perimeter =    446.48801, major_axis_length =    183.41528, minor_axis_length =     87.73010, eccentricity =      0.87819, convex_area =  12677.00000, extent =      0.58730, type = O
-    area =  14511.00000, perimeter =    510.28500, major_axis_length =    216.34650, minor_axis_length =     87.13011, eccentricity =      0.91532, convex_area =  14957.00000, extent =      0.52999, type = C
-    area =  12154.00000, perimeter =    448.06201, major_axis_length =    186.78206, minor_axis_length =     83.89810, eccentricity =      0.89344, convex_area =  12445.00000, extent =      0.62928, type = O
-    area =  13258.00000, perimeter =    476.09100, major_axis_length =    195.30478, minor_axis_length =     88.26482, eccentricity =      0.89205, convex_area =  13583.00000, extent =      0.57543, type = O
-    area =  11003.00000, perimeter =    417.05899, major_axis_length =    168.23433, minor_axis_length =     85.01897, eccentricity =      0.86291, convex_area =  11270.00000, extent =      0.61128, type = O
-    area =  15321.00000, perimeter =    513.00702, major_axis_length =    218.71196, minor_axis_length =     90.26067, eccentricity =      0.91087, convex_area =  15646.00000, extent =      0.71188, type = C
-    area =  14709.00000, perimeter =    515.84998, major_axis_length =    222.72284, minor_axis_length =     85.43156, eccentricity =      0.92351, convex_area =  14941.00000, extent =      0.52480, type = C
-    area =  15218.00000, perimeter =    508.13599, major_axis_length =    214.27707, minor_axis_length =     91.71027, eccentricity =      0.90378, convex_area =  15685.00000, extent =      0.66801, type = C
-    area =   9154.00000, perimeter =    383.67700, major_axis_length =    158.31737, minor_axis_length =     74.56001, eccentricity =      0.88216, convex_area =   9346.00000, extent =      0.74751, type = O
-    area =  15498.00000, perimeter =    512.70398, major_axis_length =    215.80835, minor_axis_length =     92.62403, eccentricity =      0.90321, convex_area =  15914.00000, extent =      0.57889, type = C
-    area =  11253.00000, perimeter =    422.87799, major_axis_length =    173.48373, minor_axis_length =     84.12681, eccentricity =      0.87456, convex_area =  11556.00000, extent =      0.75200, type = O
-    area =  13921.00000, perimeter =    481.99301, major_axis_length =    203.44487, minor_axis_length =     88.12582, eccentricity =      0.90131, convex_area =  14210.00000, extent =      0.56133, type = C
-    area =  15336.00000, perimeter =    508.78500, major_axis_length =    219.26230, minor_axis_length =     89.74197, eccentricity =      0.91240, convex_area =  15599.00000, extent =      0.58001, type = C
-    area =  14806.00000, perimeter =    509.37601, major_axis_length =    214.14243, minor_axis_length =     89.69170, eccentricity =      0.90806, convex_area =  15594.00000, extent =      0.70879, type = C
-    area =  12124.00000, perimeter =    446.44000, major_axis_length =    188.97534, minor_axis_length =     82.71680, eccentricity =      0.89912, convex_area =  12336.00000, extent =      0.74035, type = O
-    area =  13321.00000, perimeter =    473.99301, major_axis_length =    199.27257, minor_axis_length =     85.92883, eccentricity =      0.90225, convex_area =  13758.00000, extent =      0.56457, type = C
-    area =  10886.00000, perimeter =    409.73801, major_axis_length =    166.07925, minor_axis_length =     84.13434, eccentricity =      0.86219, convex_area =  11055.00000, extent =      0.68037, type = O
-    area =  12625.00000, perimeter =    448.33701, major_axis_length =    182.10194, minor_axis_length =     89.70995, eccentricity =      0.87024, convex_area =  12833.00000, extent =      0.60987, type = O
-    area =  14441.00000, perimeter =    495.36600, major_axis_length =    210.02328, minor_axis_length =     89.20302, eccentricity =      0.90532, convex_area =  14805.00000, extent =      0.54021, type = C
-    area =  12243.00000, perimeter =    449.68100, major_axis_length =    182.02620, minor_axis_length =     87.13171, eccentricity =      0.87799, convex_area =  12744.00000, extent =      0.77857, type = O
-    area =  12725.00000, perimeter =    441.67999, major_axis_length =    170.23276, minor_axis_length =     97.73903, eccentricity =      0.81875, convex_area =  13081.00000, extent =      0.64122, type = O
-    area =  14026.00000, perimeter =    494.60300, major_axis_length =    212.81454, minor_axis_length =     84.92227, eccentricity =      0.91693, convex_area =  14267.00000, extent =      0.54640, type = C
-    area =  14400.00000, perimeter =    486.89999, major_axis_length =    200.13771, minor_axis_length =     93.24651, eccentricity =      0.88483, convex_area =  14714.00000, extent =      0.61813, type = C
-    area =  14935.00000, perimeter =    489.23401, major_axis_length =    202.40665, minor_axis_length =     94.64574, eccentricity =      0.88394, convex_area =  15251.00000, extent =      0.60904, type = C
-    area =  14989.00000, perimeter =    484.31000, major_axis_length =    195.34204, minor_axis_length =     98.70048, eccentricity =      0.86296, convex_area =  15393.00000, extent =      0.76106, type = C
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+    area =  12986.00000, perimeter =    462.11099, major_axis_length =    195.51758, minor_axis_length =     86.10847, eccentricity =      0.89780, convex_area =  13288.00000, extent =      0.79058, type = C
+    area =  11874.00000, perimeter =    433.84399, major_axis_length =    176.61125, minor_axis_length =     87.04949, eccentricity =      0.87009, convex_area =  12138.00000, extent =      0.73441, type = C
+    area =  12140.00000, perimeter =    441.49899, major_axis_length =    182.43399, minor_axis_length =     85.49819, eccentricity =      0.88338, convex_area =  12358.00000, extent =      0.58961, type = O
+    area =  13619.00000, perimeter =    467.76599, major_axis_length =    193.68094, minor_axis_length =     90.47348, eccentricity =      0.88419, convex_area =  13926.00000, extent =      0.58667, type = O
+    area =  10847.00000, perimeter =    417.67001, major_axis_length =    168.35777, minor_axis_length =     82.87085, eccentricity =      0.87046, convex_area =  11152.00000, extent =      0.62411, type = O
+    area =  13467.00000, perimeter =    473.30099, major_axis_length =    203.08192, minor_axis_length =     84.99756, eccentricity =      0.90820, convex_area =  13753.00000, extent =      0.77397, type = C
+    area =  13316.00000, perimeter =    445.04999, major_axis_length =    179.45512, minor_axis_length =     95.03307, eccentricity =      0.84827, convex_area =  13517.00000, extent =      0.81414, type = O
+    area =  13154.00000, perimeter =    451.56201, major_axis_length =    179.95360, minor_axis_length =     94.31381, eccentricity =      0.85166, convex_area =  13428.00000, extent =      0.65022, type = O
+    area =  12419.00000, perimeter =    439.15701, major_axis_length =    175.85406, minor_axis_length =     90.91185, eccentricity =      0.85600, convex_area =  12675.00000, extent =      0.62382, type = O
+    area =  10903.00000, perimeter =    419.65399, major_axis_length =    169.51709, minor_axis_length =     83.22002, eccentricity =      0.87120, convex_area =  11232.00000, extent =      0.69784, type = O
+    area =  12213.00000, perimeter =    459.16699, major_axis_length =    195.58655, minor_axis_length =     80.64011, eccentricity =      0.91105, convex_area =  12571.00000, extent =      0.54340, type = C
+    area =  11243.00000, perimeter =    430.93301, major_axis_length =    179.99966, minor_axis_length =     81.03175, eccentricity =      0.89294, convex_area =  11524.00000, extent =      0.73894, type = O
+    area =  10955.00000, perimeter =    419.99500, major_axis_length =    172.93109, minor_axis_length =     81.46967, eccentricity =      0.88207, convex_area =  11147.00000, extent =      0.61459, type = O
+    area =  13267.00000, perimeter =    465.03201, major_axis_length =    193.76559, minor_axis_length =     88.83870, eccentricity =      0.88870, convex_area =  13543.00000, extent =      0.66441, type = O
+    area =  16182.00000, perimeter =    509.92200, major_axis_length =    211.16502, minor_axis_length =     98.31332, eccentricity =      0.88501, convex_area =  16522.00000, extent =      0.74813, type = C
+    area =   9741.00000, perimeter =    430.56000, major_axis_length =    180.06628, minor_axis_length =     71.17449, eccentricity =      0.91857, convex_area =  10204.00000, extent =      0.76460, type = O
+    area =  13057.00000, perimeter =    460.16800, major_axis_length =    187.12848, minor_axis_length =     90.31277, eccentricity =      0.87583, convex_area =  13385.00000, extent =      0.75079, type = C
+    area =  12868.00000, perimeter =    454.85901, major_axis_length =    191.58615, minor_axis_length =     86.50890, eccentricity =      0.89225, convex_area =  13082.00000, extent =      0.78674, type = O
+    area =  11444.00000, perimeter =    424.36899, major_axis_length =    174.22066, minor_axis_length =     84.26457, eccentricity =      0.87525, convex_area =  11638.00000, extent =      0.65657, type = O
+    area =  16253.00000, perimeter =    525.48199, major_axis_length =    218.52756, minor_axis_length =     95.91184, eccentricity =      0.89854, convex_area =  16690.00000, extent =      0.56797, type = C
+    area =  15144.00000, perimeter =    503.32401, major_axis_length =    212.19539, minor_axis_length =     91.77615, eccentricity =      0.90163, convex_area =  15469.00000, extent =      0.62786, type = C
+    area =  12871.00000, perimeter =    448.58200, major_axis_length =    183.87454, minor_axis_length =     90.27630, eccentricity =      0.87118, convex_area =  13102.00000, extent =      0.73372, type = O
+    area =  13621.00000, perimeter =    473.89899, major_axis_length =    198.84587, minor_axis_length =     88.42869, eccentricity =      0.89567, convex_area =  13989.00000, extent =      0.60846, type = C
+    area =  10833.00000, perimeter =    427.68399, major_axis_length =    177.27991, minor_axis_length =     79.53669, eccentricity =      0.89371, convex_area =  11158.00000, extent =      0.76310, type = O
+    area =  13005.00000, perimeter =    467.79999, major_axis_length =    199.96500, minor_axis_length =     83.36131, eccentricity =      0.90896, convex_area =  13251.00000, extent =      0.55293, type = O
+    area =  14269.00000, perimeter =    501.04001, major_axis_length =    214.66936, minor_axis_length =     85.64316, eccentricity =      0.91697, convex_area =  14733.00000, extent =      0.70001, type = C
+    area =  11166.00000, perimeter =    414.89001, major_axis_length =    165.73878, minor_axis_length =     87.03056, eccentricity =      0.85104, convex_area =  11478.00000, extent =      0.67095, type = O
+    area =  14283.00000, perimeter =    482.69800, major_axis_length =    202.36563, minor_axis_length =     90.61389, eccentricity =      0.89415, convex_area =  14595.00000, extent =      0.63650, type = C
+    area =  14153.00000, perimeter =    480.32199, major_axis_length =    196.97827, minor_axis_length =     92.79873, eccentricity =      0.88207, convex_area =  14555.00000, extent =      0.77212, type = O
+    area =  11476.00000, perimeter =    424.78299, major_axis_length =    169.09042, minor_axis_length =     88.18060, eccentricity =      0.85325, convex_area =  11845.00000, extent =      0.62454, type = O
+    area =  12831.00000, perimeter =    452.72000, major_axis_length =    184.24652, minor_axis_length =     89.26257, eccentricity =      0.87481, convex_area =  13073.00000, extent =      0.61123, type = O
+    area =  13133.00000, perimeter =    450.13199, major_axis_length =    179.15121, minor_axis_length =     94.11335, eccentricity =      0.85090, convex_area =  13351.00000, extent =      0.63530, type = O
+    area =  11706.00000, perimeter =    428.55399, major_axis_length =    175.84959, minor_axis_length =     85.54584, eccentricity =      0.87370, convex_area =  11944.00000, extent =      0.62233, type = O
diff --git a/build/run_6/regress.stt b/build/run_6/regress.stt
index 38bd831..9b92420 100644
--- a/build/run_6/regress.stt
+++ b/build/run_6/regress.stt
@@ -1,11 +1,26 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9820	0.9980	0.0000	17.124	3.204	1	0	26	5	0.9820	0.9980	0.0000	17.124	3.204	1	0	26	5	
-1	0	0.9940	0.9985	0.0000	17.308	3.432	68	6	33	7	0.9880	0.9985	0.0000	17.216	3.318	68	6	26	5	
-2	0	0.9940	0.9985	0.0000	16.492	3.612	68	6	46	11	0.9900	0.9985	0.0000	16.975	3.416	68	6	26	5	
-3	0	0.9860	0.9985	0.0000	16.948	3.628	68	6	15	6	0.9890	0.9985	0.0000	16.968	3.469	68	6	26	5	
-4	0	0.9980	0.9985	0.9977	17.040	3.900	68	6	4	2	0.9908	0.9985	0.0000	16.982	3.555	68	6	26	5	
-5	0	0.9940	0.9985	0.0000	17.664	3.984	68	6	21	6	0.9914	0.9985	0.0000	17.096	3.627	68	6	26	5	
-6	0	0.9821	0.9985	0.0000	17.280	4.148	68	6	58	6	0.9900	0.9985	0.0000	17.122	3.701	68	6	26	5	
-7	0	0.9940	0.9985	0.0000	16.392	4.032	68	6	66	6	0.9905	0.9985	0.0000	17.031	3.743	68	6	26	5	
-8	0	0.9980	0.9985	0.9972	16.508	4.252	68	6	61	6	0.9914	0.9985	0.0000	16.973	3.799	68	6	26	5	
-9	0	0.9821	0.9985	0.0000	15.884	4.132	68	6	48	11	0.9904	0.9985	0.0000	16.864	3.832	68	6	26	5	
+0	0	0.9543	0.9981	0.0000	17.742	3.389	26	4	39	5	0.9543	0.9981	0.0000	17.742	3.389	26	4	39	5	
+1	0	0.9893	0.9987	0.0000	16.099	3.420	26	4	29	6	0.9718	0.9987	0.0000	16.921	3.404	26	4	39	5	
+2	0	0.9918	0.9987	0.0000	15.324	3.420	26	4	45	6	0.9785	0.9987	0.0000	16.388	3.410	26	4	39	5	
+3	0	0.9967	0.9987	0.0000	15.304	3.524	26	4	90	11	0.9830	0.9987	0.0000	16.117	3.438	26	4	39	5	
+4	0	0.9930	0.9987	0.0000	15.491	3.716	26	4	44	8	0.9850	0.9987	0.0000	15.992	3.494	26	4	39	5	
+5	0	0.9955	0.9987	0.0000	14.717	3.683	26	4	92	11	0.9868	0.9987	0.0000	15.780	3.525	26	4	39	5	
+6	0	0.9905	0.9987	0.0000	14.043	3.651	44	7	20	4	0.9873	0.9987	0.0000	15.531	3.543	44	7	39	5	
+7	0	0.9918	0.9987	0.0000	13.001	3.511	44	7	25	6	0.9879	0.9987	0.0000	15.215	3.539	44	7	39	5	
+8	0	0.9930	0.9987	0.0000	12.321	3.509	44	7	9	4	0.9884	0.9987	0.0000	14.894	3.536	44	7	39	5	
+9	0	0.9930	0.9987	0.0000	11.724	3.539	44	7	28	8	0.9889	0.9987	0.0000	14.577	3.536	44	7	39	5	
+10	0	0.9930	0.9987	0.0000	10.750	3.406	44	7	7	3	0.9893	0.9987	0.0000	14.229	3.524	44	7	39	5	
+11	0	0.9955	0.9987	0.0000	9.709	3.224	44	7	20	7	0.9898	0.9987	0.0000	13.852	3.499	44	7	39	5	
+12	0	0.9955	0.9987	0.0000	8.680	3.050	44	7	17	9	0.9902	0.9987	0.0000	13.454	3.465	44	7	39	5	
+13	0	0.9968	0.9987	0.0000	8.162	2.874	44	7	11	7	0.9907	0.9987	0.0000	13.076	3.422	44	7	39	5	
+14	0	0.9968	0.9987	0.0000	8.265	2.956	44	7	8	4	0.9911	0.9987	0.0000	12.755	3.391	44	7	39	5	
+15	0	0.9930	0.9987	0.0000	7.930	2.882	44	7	34	7	0.9912	0.9987	0.0000	12.454	3.360	44	7	39	5	
+16	0	0.9968	0.9987	0.0000	7.657	2.772	44	7	17	7	0.9915	0.9987	0.0000	12.172	3.325	44	7	39	5	
+17	0	0.9980	0.9987	0.9980	7.385	2.720	44	7	1	0	0.9919	0.9987	0.0000	11.906	3.291	44	7	39	5	
+18	0	0.9980	0.9987	0.9980	7.344	2.692	44	7	3	1	0.9922	0.9987	0.0000	11.666	3.260	44	7	39	5	
+19	0	0.9967	0.9987	0.0000	7.442	2.723	44	7	17	10	0.9924	0.9987	0.0000	11.455	3.233	44	7	39	5	
+20	0	0.9980	0.9987	0.9980	6.532	2.416	44	7	3	1	0.9927	0.9987	0.0000	11.220	3.194	44	7	39	5	
+21	0	0.9980	0.9987	0.9973	6.235	2.281	44	7	25	8	0.9930	0.9987	0.0000	10.994	3.153	44	7	39	5	
+22	0	0.9968	0.9987	0.0000	6.224	2.224	44	7	18	6	0.9931	0.9987	0.0000	10.786	3.112	44	7	39	5	
+23	0	0.9980	0.9987	0.9979	6.332	2.275	44	7	8	4	0.9933	0.9987	0.0000	10.601	3.077	44	7	39	5	
+24	0	0.9980	0.9987	0.9973	5.470	2.031	44	7	9	3	0.9935	0.9987	0.0000	10.395	3.036	44	7	39	5	
diff --git a/build/run_6/regress.sys b/build/run_6/regress.sys
index 84520f0..60dcb5c 100644
--- a/build/run_6/regress.sys
+++ b/build/run_6/regress.sys
@@ -14,41 +14,112 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 364.
+    no random number seed specfied; using 315.
 creating initial population(s):
-    346 trees were generated to fill the population of 250 (250 trees).
+    1134 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (7s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (5s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (8s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (8s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (8s wall)
     breeding complete.    (0s wall)
 === generation 6.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (4s wall)
     breeding complete.    (0s wall)
 === generation 8.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 9.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 11.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      6119080
+               freed:      6071080
+           not freed:      48000
+       max allocated:      460653
+    malloc'ed blocks:      77937
+   realloc'ed blocks:      7
+      free'ed blocks:      77931
+
+------- time -------
+             overall:      74s wall
+          evaluation:      68s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2281
+               freed:      2281
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_7/regress.bst b/build/run_7/regress.bst
index d3a07e9..78601db 100644
--- a/build/run_7/regress.bst
+++ b/build/run_7/regress.bst
@@ -1,22 +1,19 @@
 === BEST-OF-RUN ===
               generation: 0
-                   nodes: 18
-                   depth: 4
-                    hits: 543
+                   nodes: 4
+                   depth: 2
+                    hits: 794
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 543
-             raw fitness: 543.0000
-    standardized fitness: 543.0000
-        adjusted fitness: 0.9982
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
 TREE-equ:
-y = (log((exp(-0.42274) - (extent - eccentricity))) * ((log(major) * exp(major)) + log((eccentricity * major))))
+y = (eccentricity - exp(-0.11778))
diff --git a/build/run_7/regress.fn b/build/run_7/regress.fn
index 0a54d03..0081097 100644
--- a/build/run_7/regress.fn
+++ b/build/run_7/regress.fn
@@ -1,16 +1,13 @@
-Hits: 1808, Total Size: 2810, Percent Hit: 64.341637
-CC: 148
-CO: 974
-OO: 1660
-OC: 28
-Fitness: 0.998162
-Hits: 543
+Hits: 2184, Total Size: 2810, Percent Hit: 77.722420
+CC: 943
+CO: 194
+OO: 1241
+OC: 432
+Fitness: 0.998742
+Hits: 794
 
 
-y = (log((exp(-0.42274) - (extent - eccentricity))) * ((log(major) * exp(major)) + log((eccentricity * major))))
+y = (eccentricity - exp(-0.11778))
 
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
diff --git a/build/run_7/regress.his b/build/run_7/regress.his
index 26f5f9c..3c171d1 100644
--- a/build/run_7/regress.his
+++ b/build/run_7/regress.his
@@ -1,105 +1,450 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 18
-                   depth: 4
-                    hits: 543
+                   nodes: 4
+                   depth: 2
+                    hits: 794
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 543
-             raw fitness: 543.0000
-    standardized fitness: 543.0000
-        adjusted fitness: 0.9982
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 18
-                   depth: 4
-                    hits: 543
+                   nodes: 4
+                   depth: 2
+                    hits: 794
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 543
-             raw fitness: 543.0000
-    standardized fitness: 543.0000
-        adjusted fitness: 0.9982
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 18
-                   depth: 4
-                    hits: 543
+                   nodes: 4
+                   depth: 2
+                    hits: 794
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 543
-             raw fitness: 543.0000
-    standardized fitness: 543.0000
-        adjusted fitness: 0.9982
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
 === BEST-OF-RUN ===
       current generation: 3
               generation: 0
-                   nodes: 18
-                   depth: 4
-                    hits: 543
+                   nodes: 4
+                   depth: 2
+                    hits: 794
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 543
-             raw fitness: 543.0000
-    standardized fitness: 543.0000
-        adjusted fitness: 0.9982
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
 === BEST-OF-RUN ===
       current generation: 4
               generation: 0
-                   nodes: 18
-                   depth: 4
-                    hits: 543
+                   nodes: 4
+                   depth: 2
+                    hits: 794
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 543
-             raw fitness: 543.0000
-    standardized fitness: 543.0000
-        adjusted fitness: 0.9982
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (- (exp -0.42274)
-            (- extent eccentricity)))
-    (+ (* (log major)
-          (exp major))
-       (log (* eccentricity major))))
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 5
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 6
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 7
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 8
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 9
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 0
+                   nodes: 4
+                   depth: 2
+                    hits: 794
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 794
+             raw fitness: 794.0000
+    standardized fitness: 794.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity
+    (exp -0.11778))
diff --git a/build/run_7/regress.prg b/build/run_7/regress.prg
index b75058b..1acd9c8 100644
--- a/build/run_7/regress.prg
+++ b/build/run_7/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  12633.00000, perimeter =    452.00299, major_axis_length =    186.43448, minor_axis_length =     87.42464, eccentricity =      0.88324, convex_area =  12863.00000, extent =      0.58462, type = O
-    area =  12913.00000, perimeter =    449.02399, major_axis_length =    178.16380, minor_axis_length =     93.14697, eccentricity =      0.85245, convex_area =  13198.00000, extent =      0.62563, type = O
-    area =  12019.00000, perimeter =    439.72501, major_axis_length =    180.43681, minor_axis_length =     85.92944, eccentricity =      0.87932, convex_area =  12346.00000, extent =      0.70402, type = O
-    area =  15218.00000, perimeter =    508.13599, major_axis_length =    214.27707, minor_axis_length =     91.71027, eccentricity =      0.90378, convex_area =  15685.00000, extent =      0.66801, type = C
-    area =  12076.00000, perimeter =    452.54300, major_axis_length =    188.35916, minor_axis_length =     82.79437, eccentricity =      0.89822, convex_area =  12367.00000, extent =      0.70587, type = O
-    area =  12220.00000, perimeter =    425.04599, major_axis_length =    170.33270, minor_axis_length =     91.93887, eccentricity =      0.84182, convex_area =  12385.00000, extent =      0.72171, type = O
-    area =  16156.00000, perimeter =    495.71399, major_axis_length =    197.27431, minor_axis_length =    105.53798, eccentricity =      0.84486, convex_area =  16434.00000, extent =      0.70941, type = C
-    area =  11485.00000, perimeter =    424.48801, major_axis_length =    175.31537, minor_axis_length =     84.48103, eccentricity =      0.87624, convex_area =  11688.00000, extent =      0.60626, type = O
-    area =  13062.00000, perimeter =    467.46399, major_axis_length =    197.80243, minor_axis_length =     85.39855, eccentricity =      0.90200, convex_area =  13272.00000, extent =      0.62408, type = C
-    area =  12496.00000, perimeter =    449.74100, major_axis_length =    181.12390, minor_axis_length =     89.78374, eccentricity =      0.86849, convex_area =  12870.00000, extent =      0.68355, type = O
-    area =  11320.00000, perimeter =    423.99200, major_axis_length =    173.09106, minor_axis_length =     84.60882, eccentricity =      0.87239, convex_area =  11556.00000, extent =      0.59894, type = O
-    area =  16194.00000, perimeter =    528.12097, major_axis_length =    226.87439, minor_axis_length =     91.63519, eccentricity =      0.91480, convex_area =  16524.00000, extent =      0.55202, type = C
-    area =  14146.00000, perimeter =    504.35599, major_axis_length =    214.06288, minor_axis_length =     85.74496, eccentricity =      0.91627, convex_area =  14716.00000, extent =      0.62527, type = C
-    area =  10557.00000, perimeter =    412.66800, major_axis_length =    168.80858, minor_axis_length =     80.59271, eccentricity =      0.87867, convex_area =  10778.00000, extent =      0.61607, type = O
-    area =  14471.00000, perimeter =    491.34201, major_axis_length =    200.41316, minor_axis_length =     92.81940, eccentricity =      0.88629, convex_area =  14736.00000, extent =      0.58597, type = C
-    area =  12384.00000, perimeter =    460.13599, major_axis_length =    190.87038, minor_axis_length =     85.09120, eccentricity =      0.89513, convex_area =  12811.00000, extent =      0.60484, type = C
-    area =  12752.00000, perimeter =    462.35999, major_axis_length =    190.73418, minor_axis_length =     86.67176, eccentricity =      0.89079, convex_area =  13112.00000, extent =      0.62843, type = C
-    area =  12556.00000, perimeter =    437.91400, major_axis_length =    180.21121, minor_axis_length =     89.38488, eccentricity =      0.86832, convex_area =  12735.00000, extent =      0.71859, type = O
-    area =  17856.00000, perimeter =    530.41602, major_axis_length =    223.29236, minor_axis_length =    102.90128, eccentricity =      0.88749, convex_area =  18062.00000, extent =      0.79572, type = C
-    area =  15809.00000, perimeter =    518.45502, major_axis_length =    221.07068, minor_axis_length =     92.23230, eccentricity =      0.90881, convex_area =  16079.00000, extent =      0.81481, type = C
-    area =  10964.00000, perimeter =    417.98700, major_axis_length =    171.39023, minor_axis_length =     82.60121, eccentricity =      0.87620, convex_area =  11247.00000, extent =      0.59668, type = O
-    area =  13524.00000, perimeter =    487.46899, major_axis_length =    208.15343, minor_axis_length =     83.61427, eccentricity =      0.91577, convex_area =  13830.00000, extent =      0.63792, type = C
-    area =  15809.00000, perimeter =    517.23297, major_axis_length =    222.42067, minor_axis_length =     91.56286, eccentricity =      0.91134, convex_area =  16025.00000, extent =      0.55689, type = C
-    area =  14935.00000, perimeter =    489.23401, major_axis_length =    202.40665, minor_axis_length =     94.64574, eccentricity =      0.88394, convex_area =  15251.00000, extent =      0.60904, type = C
-    area =  11585.00000, perimeter =    428.37299, major_axis_length =    171.56198, minor_axis_length =     87.44052, eccentricity =      0.86037, convex_area =  11939.00000, extent =      0.60890, type = O
-    area =  13651.00000, perimeter =    502.07999, major_axis_length =    222.07356, minor_axis_length =     79.33727, eccentricity =      0.93401, convex_area =  14034.00000, extent =      0.79265, type = C
-    area =  11176.00000, perimeter =    427.33301, major_axis_length =    176.65585, minor_axis_length =     82.13243, eccentricity =      0.88535, convex_area =  11438.00000, extent =      0.58087, type = O
-    area =   9335.00000, perimeter =    388.80600, major_axis_length =    160.15616, minor_axis_length =     75.16480, eccentricity =      0.88303, convex_area =   9536.00000, extent =      0.62333, type = O
-    area =  13681.00000, perimeter =    478.53799, major_axis_length =    202.76108, minor_axis_length =     87.02304, eccentricity =      0.90321, convex_area =  14015.00000, extent =      0.64194, type = C
-    area =  13645.00000, perimeter =    484.32501, major_axis_length =    205.53897, minor_axis_length =     85.92193, eccentricity =      0.90843, convex_area =  13972.00000, extent =      0.54713, type = C
-    area =  10443.00000, perimeter =    404.98499, major_axis_length =    165.20561, minor_axis_length =     81.70278, eccentricity =      0.86915, convex_area =  10701.00000, extent =      0.61895, type = O
-    area =  10445.00000, perimeter =    405.59601, major_axis_length =    167.45883, minor_axis_length =     80.50414, eccentricity =      0.87686, convex_area =  10680.00000, extent =      0.63388, type = O
-    area =  12419.00000, perimeter =    439.15701, major_axis_length =    175.85406, minor_axis_length =     90.91185, eccentricity =      0.85600, convex_area =  12675.00000, extent =      0.62382, type = O
-    area =  11809.00000, perimeter =    455.08301, major_axis_length =    185.42010, minor_axis_length =     83.61376, eccentricity =      0.89255, convex_area =  12318.00000, extent =      0.64885, type = C
-    area =  14412.00000, perimeter =    490.32401, major_axis_length =    207.47614, minor_axis_length =     89.68951, eccentricity =      0.90174, convex_area =  14703.00000, extent =      0.59885, type = C
-    area =  13792.00000, perimeter =    475.78201, major_axis_length =    196.70659, minor_axis_length =     90.34711, eccentricity =      0.88828, convex_area =  14183.00000, extent =      0.77327, type = C
-    area =  11419.00000, perimeter =    431.51300, major_axis_length =    175.95653, minor_axis_length =     83.67270, eccentricity =      0.87970, convex_area =  11732.00000, extent =      0.66778, type = O
-    area =  12968.00000, perimeter =    469.34100, major_axis_length =    199.90503, minor_axis_length =     83.03522, eccentricity =      0.90965, convex_area =  13243.00000, extent =      0.64125, type = C
-    area =  14419.00000, perimeter =    491.67099, major_axis_length =    203.91235, minor_axis_length =     91.03685, eccentricity =      0.89481, convex_area =  14906.00000, extent =      0.62781, type = C
-    area =  12045.00000, perimeter =    452.30899, major_axis_length =    193.51352, minor_axis_length =     80.27762, eccentricity =      0.90989, convex_area =  12368.00000, extent =      0.55242, type = C
-    area =  11908.00000, perimeter =    447.63400, major_axis_length =    187.82114, minor_axis_length =     81.94851, eccentricity =      0.89980, convex_area =  12287.00000, extent =      0.58031, type = O
-    area =  11206.00000, perimeter =    427.13901, major_axis_length =    171.67592, minor_axis_length =     84.98907, eccentricity =      0.86886, convex_area =  11588.00000, extent =      0.60876, type = O
-    area =  11351.00000, perimeter =    417.69299, major_axis_length =    171.05106, minor_axis_length =     85.54869, eccentricity =      0.86595, convex_area =  11549.00000, extent =      0.74326, type = O
-    area =  14910.00000, perimeter =    511.60001, major_axis_length =    221.61229, minor_axis_length =     86.21699, eccentricity =      0.92122, convex_area =  15215.00000, extent =      0.69964, type = C
-    area =  14131.00000, perimeter =    490.70099, major_axis_length =    206.92667, minor_axis_length =     88.28405, eccentricity =      0.90442, convex_area =  14519.00000, extent =      0.75293, type = C
-    area =  12347.00000, perimeter =    438.80600, major_axis_length =    181.89268, minor_axis_length =     86.87766, eccentricity =      0.87856, convex_area =  12529.00000, extent =      0.80657, type = C
-    area =  16259.00000, perimeter =    522.62201, major_axis_length =    215.50919, minor_axis_length =     97.42146, eccentricity =      0.89199, convex_area =  16728.00000, extent =      0.58435, type = C
-    area =  10474.00000, perimeter =    403.45999, major_axis_length =    167.88440, minor_axis_length =     80.18859, eccentricity =      0.87855, convex_area =  10611.00000, extent =      0.78870, type = O
-    area =  16091.00000, perimeter =    508.83099, major_axis_length =    209.18388, minor_axis_length =     99.23176, eccentricity =      0.88032, convex_area =  16431.00000, extent =      0.67046, type = C
-    area =  14092.00000, perimeter =    499.41699, major_axis_length =    210.96301, minor_axis_length =     86.79673, eccentricity =      0.91144, convex_area =  14618.00000, extent =      0.77293, type = C
-    area =  16454.00000, perimeter =    518.10901, major_axis_length =    217.09853, minor_axis_length =     97.78069, eccentricity =      0.89283, convex_area =  16893.00000, extent =      0.79719, type = C
-    area =  13290.00000, perimeter =    469.71201, major_axis_length =    197.26926, minor_axis_length =     86.32834, eccentricity =      0.89916, convex_area =  13570.00000, extent =      0.68269, type = C
-    area =   8990.00000, perimeter =    389.37701, major_axis_length =    157.74960, minor_axis_length =     73.91918, eccentricity =      0.88342, convex_area =   9297.00000, extent =      0.62526, type = O
-    area =  12975.00000, perimeter =    463.85101, major_axis_length =    196.42397, minor_axis_length =     85.06412, eccentricity =      0.90136, convex_area =  13358.00000, extent =      0.60913, type = C
-    area =  12218.00000, perimeter =    442.68600, major_axis_length =    184.35350, minor_axis_length =     85.83971, eccentricity =      0.88498, convex_area =  12468.00000, extent =      0.64204, type = O
-    area =  13121.00000, perimeter =    475.91000, major_axis_length =    202.68623, minor_axis_length =     83.13022, eccentricity =      0.91202, convex_area =  13439.00000, extent =      0.57197, type = C
-    area =  11697.00000, perimeter =    424.14801, major_axis_length =    170.55209, minor_axis_length =     88.91115, eccentricity =      0.85337, convex_area =  11939.00000, extent =      0.62725, type = O
-    area =  11890.00000, perimeter =    434.02600, major_axis_length =    178.18977, minor_axis_length =     85.34988, eccentricity =      0.87782, convex_area =  12132.00000, extent =      0.71592, type = O
-    area =  10650.00000, perimeter =    407.16101, major_axis_length =    165.62000, minor_axis_length =     83.14749, eccentricity =      0.86485, convex_area =  10851.00000, extent =      0.61550, type = O
-    area =  11303.00000, perimeter =    426.51001, major_axis_length =    171.10132, minor_axis_length =     85.57962, eccentricity =      0.86593, convex_area =  11623.00000, extent =      0.64848, type = O
-    area =  12879.00000, perimeter =    469.13300, major_axis_length =    200.79550, minor_axis_length =     82.04309, eccentricity =      0.91272, convex_area =  13132.00000, extent =      0.76913, type = C
-    area =  13636.00000, perimeter =    482.05301, major_axis_length =    202.40468, minor_axis_length =     86.88380, eccentricity =      0.90318, convex_area =  13982.00000, extent =      0.58401, type = C
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+    area =  10611.00000, perimeter =    414.40201, major_axis_length =    171.14273, minor_axis_length =     79.86786, eccentricity =      0.88443, convex_area =  10874.00000, extent =      0.71392, type = O
+    area =  14715.00000, perimeter =    497.55701, major_axis_length =    212.03532, minor_axis_length =     89.50563, eccentricity =      0.90654, convex_area =  15094.00000, extent =      0.79489, type = C
+    area =  12263.00000, perimeter =    438.13800, major_axis_length =    175.74045, minor_axis_length =     90.18716, eccentricity =      0.85828, convex_area =  12634.00000, extent =      0.71831, type = O
+    area =  12695.00000, perimeter =    447.83401, major_axis_length =    179.08238, minor_axis_length =     91.47324, eccentricity =      0.85971, convex_area =  12947.00000, extent =      0.60797, type = O
diff --git a/build/run_7/regress.stt b/build/run_7/regress.stt
index 8f3e4da..6e81e8f 100644
--- a/build/run_7/regress.stt
+++ b/build/run_7/regress.stt
@@ -1,6 +1,26 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9581	0.9982	0.0000	18.032	3.364	18	4	38	6	0.9581	0.9982	0.0000	18.032	3.364	18	4	38	6	
-1	0	0.9940	0.9982	0.0000	16.976	3.504	18	4	58	8	0.9761	0.9982	0.0000	17.504	3.434	18	4	38	6	
-2	0	0.9940	0.9982	0.0000	18.656	3.696	18	4	9	4	0.9821	0.9982	0.0000	17.888	3.521	18	4	38	6	
-3	0	0.9980	0.9982	0.9980	17.800	3.696	18	4	8	5	0.9860	0.9982	0.0000	17.866	3.565	18	4	38	6	
-4	0	0.9940	0.9982	0.0000	17.672	3.668	18	4	26	7	0.9876	0.9982	0.0000	17.827	3.586	18	4	38	6	
+0	0	0.9556	0.9987	0.0000	17.613	3.319	4	2	37	6	0.9556	0.9987	0.0000	17.613	3.319	4	2	37	6	
+1	0	0.9880	0.9987	0.0000	15.464	3.356	4	2	15	5	0.9718	0.9987	0.0000	16.538	3.337	4	2	37	6	
+2	0	0.9955	0.9987	0.0000	14.829	3.414	4	2	36	5	0.9797	0.9987	0.0000	15.968	3.363	4	2	37	6	
+3	0	0.9942	0.9987	0.0000	14.078	3.525	4	2	19	6	0.9833	0.9987	0.0000	15.496	3.403	4	2	37	6	
+4	0	0.9980	0.9987	0.9979	12.586	3.417	4	2	32	7	0.9862	0.9987	0.0000	14.914	3.406	4	2	37	6	
+5	0	0.9943	0.9987	0.0000	12.729	3.535	4	2	63	10	0.9876	0.9987	0.0000	14.550	3.428	4	2	37	6	
+6	0	0.9930	0.9987	0.0000	11.988	3.422	4	2	63	7	0.9884	0.9987	0.0000	14.184	3.427	4	2	37	6	
+7	0	0.9930	0.9987	0.0000	11.168	3.339	4	2	48	9	0.9889	0.9987	0.0000	13.807	3.416	4	2	37	6	
+8	0	0.9942	0.9987	0.0000	10.374	3.174	4	2	5	2	0.9895	0.9987	0.0000	13.425	3.389	4	2	37	6	
+9	0	0.9955	0.9987	0.0000	9.977	3.185	4	2	30	8	0.9901	0.9987	0.0000	13.080	3.369	4	2	37	6	
+10	0	0.9980	0.9987	0.9979	10.023	3.126	4	2	15	5	0.9908	0.9987	0.0000	12.802	3.347	4	2	37	6	
+11	0	0.9980	0.9987	0.9979	10.066	3.129	4	2	14	5	0.9914	0.9987	0.0000	12.574	3.328	4	2	37	6	
+12	0	0.9955	0.9987	0.0000	9.420	3.033	4	2	21	5	0.9917	0.9987	0.0000	12.332	3.306	4	2	37	6	
+13	0	0.9967	0.9987	0.0000	8.790	2.945	4	2	21	7	0.9921	0.9987	0.0000	12.079	3.280	4	2	37	6	
+14	0	0.9955	0.9987	0.0000	8.405	2.954	4	2	54	9	0.9923	0.9987	0.0000	11.834	3.258	4	2	37	6	
+15	0	0.9980	0.9987	0.9980	7.600	2.765	4	2	6	2	0.9927	0.9987	0.0000	11.569	3.227	4	2	37	6	
+16	0	0.9980	0.9987	0.9979	7.402	2.645	4	2	7	4	0.9930	0.9987	0.0000	11.324	3.193	4	2	37	6	
+17	0	0.9967	0.9987	0.0000	7.416	2.636	4	2	22	6	0.9932	0.9987	0.0000	11.107	3.162	4	2	37	6	
+18	0	0.9967	0.9987	0.0000	6.641	2.396	4	2	10	5	0.9934	0.9987	0.0000	10.872	3.122	4	2	37	6	
+19	0	0.9967	0.9987	0.0000	6.287	2.289	4	2	14	7	0.9936	0.9987	0.0000	10.643	3.080	4	2	37	6	
+20	0	0.9955	0.9987	0.0000	6.305	2.356	4	2	28	9	0.9936	0.9987	0.0000	10.436	3.046	4	2	37	6	
+21	0	0.9980	0.9987	0.9975	6.082	2.304	4	2	4	2	0.9938	0.9987	0.0000	10.238	3.012	4	2	37	6	
+22	0	0.9967	0.9987	0.0000	5.749	2.225	4	2	5	2	0.9940	0.9987	0.0000	10.043	2.978	4	2	37	6	
+23	0	0.9967	0.9987	0.0000	5.894	2.315	4	2	9	3	0.9941	0.9987	0.0000	9.870	2.950	4	2	37	6	
+24	0	0.9980	0.9987	0.9975	5.419	2.170	4	2	5	2	0.9942	0.9987	0.0000	9.692	2.919	4	2	37	6	
diff --git a/build/run_7/regress.sys b/build/run_7/regress.sys
index 5b76fd6..54e2719 100644
--- a/build/run_7/regress.sys
+++ b/build/run_7/regress.sys
@@ -14,26 +14,112 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 9642.
+    no random number seed specfied; using 28.
 creating initial population(s):
-    343 trees were generated to fill the population of 250 (250 trees).
+    1100 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (9s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (8s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 4.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (6s wall)
+    breeding complete.    (0s wall)
+=== generation 6.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 11.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (2s wall)
+    breeding complete.    (1s wall)
+=== generation 13.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      5850469
+               freed:      5802469
+           not freed:      48000
+       max allocated:      455124
+    malloc'ed blocks:      78100
+   realloc'ed blocks:      7
+      free'ed blocks:      78094
+
+------- time -------
+             overall:      74s wall
+          evaluation:      66s wall
+            breeding:      1s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2159
+               freed:      2159
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_8/regress.bst b/build/run_8/regress.bst
index fe16031..0b957ed 100644
--- a/build/run_8/regress.bst
+++ b/build/run_8/regress.bst
@@ -1,33 +1,18 @@
 === BEST-OF-RUN ===
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 TREE-equ:
-y = ((exp((exp((major + eccentricity)) - ((convex / perimeter) * (convex / eccentricity)))) + ((log(log(area)) / ((-0.35858 + extent) / (area - minor))) + (((0.24140 - major) + (perimeter / perimeter)) * (exp(extent) / (eccentricity * eccentricity))))) / log(((exp(log(0.13205)) / exp((major / eccentricity))) / ((exp(minor) / (eccentricity / perimeter)) - (exp(perimeter) * (perimeter * convex))))))
+y = (eccentricity - 0.89384)
diff --git a/build/run_8/regress.fn b/build/run_8/regress.fn
index 9a04581..77be715 100644
--- a/build/run_8/regress.fn
+++ b/build/run_8/regress.fn
@@ -1,27 +1,12 @@
-Hits: 2094, Total Size: 2810, Percent Hit: 74.519573
-CC: 422
-CO: 715
-OO: 1672
-OC: 1
-Fitness: 0.998555
-Hits: 691
+Hits: 2193, Total Size: 2810, Percent Hit: 78.042705
+CC: 843
+CO: 304
+OO: 1350
+OC: 313
+Fitness: 0.998731
+Hits: 787
 
 
-y = ((exp((exp((major + eccentricity)) - ((convex / perimeter) * (convex / eccentricity)))) + ((log(log(area)) / ((-0.35858 + extent) / (area - minor))) + (((0.24140 - major) + (perimeter / perimeter)) * (exp(extent) / (eccentricity * eccentricity))))) / log(((exp(log(0.13205)) / exp((major / eccentricity))) / ((exp(minor) / (eccentricity / perimeter)) - (exp(perimeter) * (perimeter * convex))))))
+y = (eccentricity - 0.89384)
 
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
diff --git a/build/run_8/regress.his b/build/run_8/regress.his
index e618876..c855ea6 100644
--- a/build/run_8/regress.his
+++ b/build/run_8/regress.his
@@ -1,480 +1,440 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+                   nodes: 13
+                   depth: 4
+                    hits: 667
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 667
+             raw fitness: 667.0000
+    standardized fitness: 667.0000
+        adjusted fitness: 0.9985
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (log (/ (/ (+ minor major)
+            (+ major extent))
+         (exp (+ major perimeter))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+                   nodes: 13
+                   depth: 4
+                    hits: 667
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 667
+             raw fitness: 667.0000
+    standardized fitness: 667.0000
+        adjusted fitness: 0.9985
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (log (/ (/ (+ minor major)
+            (+ major extent))
+         (exp (+ major perimeter))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+                   nodes: 13
+                   depth: 4
+                    hits: 667
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 667
+             raw fitness: 667.0000
+    standardized fitness: 667.0000
+        adjusted fitness: 0.9985
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (log (/ (/ (+ minor major)
+            (+ major extent))
+         (exp (+ major perimeter))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 3
+                   nodes: 12
+                   depth: 4
+                    hits: 723
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
+                    hits: 723
+             raw fitness: 723.0000
+    standardized fitness: 723.0000
         adjusted fitness: 0.9986
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (/ perimeter
+    (* (exp (/ perimeter extent))
+       (* (log area)
+          (log eccentricity))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 3
+                   nodes: 12
+                   depth: 4
+                    hits: 723
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
+                    hits: 723
+             raw fitness: 723.0000
+    standardized fitness: 723.0000
         adjusted fitness: 0.9986
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (/ perimeter
+    (* (exp (/ perimeter extent))
+       (* (log area)
+          (log eccentricity))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 3
+                   nodes: 12
+                   depth: 4
+                    hits: 723
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
+                    hits: 723
+             raw fitness: 723.0000
+    standardized fitness: 723.0000
         adjusted fitness: 0.9986
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (/ perimeter
+    (* (exp (/ perimeter extent))
+       (* (log area)
+          (log eccentricity))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 0
-                   nodes: 64
-                   depth: 6
-                    hits: 691
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 691
-             raw fitness: 691.0000
-    standardized fitness: 691.0000
-        adjusted fitness: 0.9986
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (+ (exp (- (exp (+ major eccentricity))
-               (* (/ convex perimeter)
-                  (/ convex eccentricity))))
-       (+ (/ (log (log area))
-             (/ (+ -0.35858 extent)
-                (- area minor)))
-          (* (+ (- 0.24140 major)
-                (/ perimeter perimeter))
-             (/ (exp extent)
-                (* eccentricity eccentricity)))))
-    (log (/ (/ (exp (log 0.13205))
-               (exp (/ major eccentricity)))
-            (- (/ (exp minor)
-                  (/ eccentricity perimeter))
-               (* (exp perimeter)
-                  (* perimeter convex))))))
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 6
+                   nodes: 3
+                   depth: 1
+                    hits: 787
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 787
+             raw fitness: 787.0000
+    standardized fitness: 787.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- eccentricity 0.89384)
diff --git a/build/run_8/regress.prg b/build/run_8/regress.prg
index 3b04a30..c4dc6ee 100644
--- a/build/run_8/regress.prg
+++ b/build/run_8/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  10787.00000, perimeter =    401.25500, major_axis_length =    160.01788, minor_axis_length =     86.63780, eccentricity =      0.84075, convex_area =  11010.00000, extent =      0.65835, type = O
-    area =  14413.00000, perimeter =    502.04999, major_axis_length =    211.99164, minor_axis_length =     88.64777, eccentricity =      0.90837, convex_area =  14826.00000, extent =      0.57608, type = C
-    area =  12215.00000, perimeter =    445.29501, major_axis_length =    180.90947, minor_axis_length =     87.40585, eccentricity =      0.87554, convex_area =  12448.00000, extent =      0.58811, type = O
-    area =  13002.00000, perimeter =    465.17999, major_axis_length =    191.29665, minor_axis_length =     87.92190, eccentricity =      0.88812, convex_area =  13345.00000, extent =      0.73574, type = O
-    area =  14641.00000, perimeter =    505.00201, major_axis_length =    211.58365, minor_axis_length =     90.03343, eccentricity =      0.90495, convex_area =  15034.00000, extent =      0.62956, type = C
-    area =  10691.00000, perimeter =    407.08701, major_axis_length =    163.29175, minor_axis_length =     84.58920, eccentricity =      0.85537, convex_area =  10921.00000, extent =      0.61210, type = O
-    area =  14138.00000, perimeter =    490.83401, major_axis_length =    206.18085, minor_axis_length =     89.36728, eccentricity =      0.90118, convex_area =  14523.00000, extent =      0.76257, type = C
-    area =  15080.00000, perimeter =    500.00601, major_axis_length =    209.58928, minor_axis_length =     92.79666, eccentricity =      0.89664, convex_area =  15614.00000, extent =      0.73232, type = C
-    area =   9822.00000, perimeter =    398.33499, major_axis_length =    160.62323, minor_axis_length =     79.28846, eccentricity =      0.86967, convex_area =  10085.00000, extent =      0.63152, type = O
-    area =  15236.00000, perimeter =    497.27701, major_axis_length =    209.16156, minor_axis_length =     94.06530, eccentricity =      0.89317, convex_area =  15563.00000, extent =      0.76371, type = C
-    area =  11386.00000, perimeter =    450.12000, major_axis_length =    195.46043, minor_axis_length =     75.84289, eccentricity =      0.92165, convex_area =  11612.00000, extent =      0.51286, type = C
-    area =  14516.00000, perimeter =    492.78601, major_axis_length =    209.76013, minor_axis_length =     89.51320, eccentricity =      0.90437, convex_area =  14836.00000, extent =      0.73358, type = C
-    area =  16302.00000, perimeter =    526.34003, major_axis_length =    225.32297, minor_axis_length =     92.99416, eccentricity =      0.91086, convex_area =  16669.00000, extent =      0.60835, type = C
-    area =  12734.00000, perimeter =    462.23300, major_axis_length =    188.15637, minor_axis_length =     87.74284, eccentricity =      0.88461, convex_area =  13069.00000, extent =      0.58520, type = O
-    area =   9441.00000, perimeter =    384.34000, major_axis_length =    164.22638, minor_axis_length =     73.37517, eccentricity =      0.89464, convex_area =   9566.00000, extent =      0.72450, type = O
-    area =  14272.00000, perimeter =    491.45401, major_axis_length =    210.50232, minor_axis_length =     87.93793, eccentricity =      0.90856, convex_area =  14545.00000, extent =      0.80338, type = C
-    area =  14549.00000, perimeter =    488.95300, major_axis_length =    206.69482, minor_axis_length =     90.76069, eccentricity =      0.89844, convex_area =  14856.00000, extent =      0.58247, type = C
-    area =  10802.00000, perimeter =    424.64801, major_axis_length =    177.29662, minor_axis_length =     78.94319, eccentricity =      0.89540, convex_area =  11019.00000, extent =      0.65610, type = O
-    area =  15336.00000, perimeter =    508.78500, major_axis_length =    219.26230, minor_axis_length =     89.74197, eccentricity =      0.91240, convex_area =  15599.00000, extent =      0.58001, type = C
-    area =  12256.00000, perimeter =    453.46500, major_axis_length =    189.97113, minor_axis_length =     83.10529, eccentricity =      0.89924, convex_area =  12565.00000, extent =      0.58362, type = C
-    area =  14892.00000, perimeter =    486.33499, major_axis_length =    203.06918, minor_axis_length =     94.12496, eccentricity =      0.88609, convex_area =  15111.00000, extent =      0.79213, type = C
-    area =  12818.00000, perimeter =    439.95200, major_axis_length =    179.20169, minor_axis_length =     91.86772, eccentricity =      0.85860, convex_area =  13005.00000, extent =      0.62582, type = O
-    area =  14965.00000, perimeter =    483.50800, major_axis_length =    203.52345, minor_axis_length =     94.31125, eccentricity =      0.88615, convex_area =  15151.00000, extent =      0.77555, type = C
-    area =  13308.00000, perimeter =    464.13300, major_axis_length =    196.24231, minor_axis_length =     87.26089, eccentricity =      0.89570, convex_area =  13486.00000, extent =      0.59752, type = O
-    area =  13631.00000, perimeter =    473.54700, major_axis_length =    193.49402, minor_axis_length =     91.50906, eccentricity =      0.88110, convex_area =  14141.00000, extent =      0.58029, type = C
-    area =  10386.00000, perimeter =    403.29599, major_axis_length =    166.78656, minor_axis_length =     80.29826, eccentricity =      0.87648, convex_area =  10554.00000, extent =      0.64445, type = O
-    area =  11133.00000, perimeter =    431.70200, major_axis_length =    184.95299, minor_axis_length =     77.73632, eccentricity =      0.90738, convex_area =  11287.00000, extent =      0.55223, type = O
-    area =  14520.00000, perimeter =    496.02100, major_axis_length =    208.42570, minor_axis_length =     90.74639, eccentricity =      0.90024, convex_area =  14930.00000, extent =      0.59096, type = C
-    area =  11956.00000, perimeter =    438.89600, major_axis_length =    184.64371, minor_axis_length =     83.21842, eccentricity =      0.89268, convex_area =  12121.00000, extent =      0.57703, type = C
-    area =  13133.00000, perimeter =    450.13199, major_axis_length =    179.15121, minor_axis_length =     94.11335, eccentricity =      0.85090, convex_area =  13351.00000, extent =      0.63530, type = O
-    area =  12899.00000, perimeter =    462.26901, major_axis_length =    190.43053, minor_axis_length =     87.37381, eccentricity =      0.88853, convex_area =  13132.00000, extent =      0.68296, type = O
-    area =  14771.00000, perimeter =    471.91000, major_axis_length =    193.90543, minor_axis_length =     98.03417, eccentricity =      0.86278, convex_area =  14976.00000, extent =      0.61482, type = O
-    area =  11285.00000, perimeter =    425.75500, major_axis_length =    175.42439, minor_axis_length =     82.95139, eccentricity =      0.88114, convex_area =  11525.00000, extent =      0.75028, type = O
-    area =  10951.00000, perimeter =    415.13901, major_axis_length =    173.75793, minor_axis_length =     81.30049, eccentricity =      0.88378, convex_area =  11116.00000, extent =      0.65227, type = O
-    area =  15655.00000, perimeter =    488.90302, major_axis_length =    199.55669, minor_axis_length =    101.02621, eccentricity =      0.86238, convex_area =  15880.00000, extent =      0.63375, type = C
-    area =  10382.00000, perimeter =    405.21301, major_axis_length =    168.42627, minor_axis_length =     78.95872, eccentricity =      0.88330, convex_area =  10599.00000, extent =      0.80182, type = O
-    area =  12042.00000, perimeter =    433.76999, major_axis_length =    178.77644, minor_axis_length =     86.52510, eccentricity =      0.87508, convex_area =  12257.00000, extent =      0.78644, type = O
-    area =  10550.00000, perimeter =    404.29501, major_axis_length =    160.47012, minor_axis_length =     85.45004, eccentricity =      0.84643, convex_area =  10846.00000, extent =      0.77981, type = O
-    area =   9961.00000, perimeter =    392.14301, major_axis_length =    159.51802, minor_axis_length =     80.50272, eccentricity =      0.86332, convex_area =  10156.00000, extent =      0.61774, type = O
-    area =  10604.00000, perimeter =    409.19101, major_axis_length =    169.17116, minor_axis_length =     80.42681, eccentricity =      0.87976, convex_area =  10780.00000, extent =      0.78432, type = O
-    area =  14181.00000, perimeter =    485.24500, major_axis_length =    206.85828, minor_axis_length =     87.94334, eccentricity =      0.90513, convex_area =  14423.00000, extent =      0.64783, type = C
-    area =  13062.00000, perimeter =    467.46399, major_axis_length =    197.80243, minor_axis_length =     85.39855, eccentricity =      0.90200, convex_area =  13272.00000, extent =      0.62408, type = C
-    area =  12982.00000, perimeter =    466.15701, major_axis_length =    200.51947, minor_axis_length =     82.79620, eccentricity =      0.91077, convex_area =  13188.00000, extent =      0.62228, type = C
-    area =  15204.00000, perimeter =    510.48700, major_axis_length =    216.31686, minor_axis_length =     90.85395, eccentricity =      0.90752, convex_area =  15535.00000, extent =      0.56211, type = C
-    area =  12259.00000, perimeter =    440.03000, major_axis_length =    177.31454, minor_axis_length =     89.53557, eccentricity =      0.86315, convex_area =  12533.00000, extent =      0.72414, type = O
-    area =  13735.00000, perimeter =    484.77100, major_axis_length =    204.81064, minor_axis_length =     86.75872, eccentricity =      0.90585, convex_area =  13960.00000, extent =      0.55370, type = C
-    area =  13218.00000, perimeter =    454.99799, major_axis_length =    182.57840, minor_axis_length =     93.23714, eccentricity =      0.85978, convex_area =  13459.00000, extent =      0.73331, type = O
-    area =  12042.00000, perimeter =    441.81000, major_axis_length =    182.17674, minor_axis_length =     85.04359, eccentricity =      0.88435, convex_area =  12302.00000, extent =      0.64080, type = O
-    area =  11717.00000, perimeter =    439.73001, major_axis_length =    182.04054, minor_axis_length =     82.61973, eccentricity =      0.89108, convex_area =  11965.00000, extent =      0.56148, type = O
-    area =  15540.00000, perimeter =    516.31598, major_axis_length =    217.38722, minor_axis_length =     92.47346, eccentricity =      0.90501, convex_area =  16084.00000, extent =      0.63248, type = C
-    area =  11543.00000, perimeter =    431.76300, major_axis_length =    179.59811, minor_axis_length =     82.52258, eccentricity =      0.88819, convex_area =  11786.00000, extent =      0.60264, type = O
-    area =  13148.00000, perimeter =    481.72198, major_axis_length =    201.51889, minor_axis_length =     84.54153, eccentricity =      0.90775, convex_area =  13572.00000, extent =      0.62375, type = C
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+    area =  13244.00000, perimeter =    461.93900, major_axis_length =    194.18376, minor_axis_length =     87.82101, eccentricity =      0.89189, convex_area =  13476.00000, extent =      0.71128, type = C
+    area =  13032.00000, perimeter =    459.63101, major_axis_length =    186.47350, minor_axis_length =     90.25482, eccentricity =      0.87506, convex_area =  13247.00000, extent =      0.80049, type = O
+    area =  13387.00000, perimeter =    458.95599, major_axis_length =    180.40082, minor_axis_length =     95.74206, eccentricity =      0.84755, convex_area =  13653.00000, extent =      0.63296, type = O
+    area =  11577.00000, perimeter =    418.76001, major_axis_length =    168.28864, minor_axis_length =     89.30425, eccentricity =      0.84758, convex_area =  11746.00000, extent =      0.80609, type = O
+    area =  10134.00000, perimeter =    406.04501, major_axis_length =    167.60551, minor_axis_length =     78.04086, eccentricity =      0.88498, convex_area =  10358.00000, extent =      0.58731, type = O
+    area =  12120.00000, perimeter =    439.71399, major_axis_length =    181.69794, minor_axis_length =     85.99254, eccentricity =      0.88092, convex_area =  12335.00000, extent =      0.60254, type = O
diff --git a/build/run_8/regress.stt b/build/run_8/regress.stt
index 1b5fcbd..acfeccc 100644
--- a/build/run_8/regress.stt
+++ b/build/run_8/regress.stt
@@ -1,16 +1,26 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9900	0.9986	0.0000	15.208	3.088	64	6	54	6	0.9900	0.9986	0.0000	15.208	3.088	64	6	54	6	
-1	0	0.9900	0.9986	0.0000	14.840	3.160	64	6	20	5	0.9900	0.9986	0.0000	15.024	3.124	64	6	54	6	
-2	0	0.9900	0.9986	0.0000	15.340	3.456	64	6	25	7	0.9900	0.9986	0.0000	15.129	3.235	64	6	54	6	
-3	0	0.9820	0.9986	0.0000	16.992	3.688	64	6	22	5	0.9880	0.9986	0.0000	15.595	3.348	64	6	54	6	
-4	0	0.9900	0.9986	0.0000	17.724	3.448	64	6	20	6	0.9884	0.9986	0.0000	16.021	3.368	64	6	54	6	
-5	0	0.9820	0.9986	0.0000	18.712	3.536	64	6	75	7	0.9873	0.9986	0.0000	16.469	3.396	64	6	54	6	
-6	0	0.9940	0.9986	0.0000	14.268	2.968	64	6	13	5	0.9883	0.9986	0.0000	16.155	3.335	64	6	54	6	
-7	0	0.9940	0.9986	0.0000	14.800	3.036	64	6	97	10	0.9890	0.9986	0.0000	15.986	3.297	64	6	54	6	
-8	0	0.9980	0.9986	0.9978	15.828	3.188	64	6	97	10	0.9900	0.9986	0.0000	15.968	3.285	64	6	54	6	
-9	0	0.9980	0.9986	0.9978	17.144	3.392	64	6	69	7	0.9908	0.9986	0.0000	16.086	3.296	64	6	54	6	
-10	0	0.9900	0.9986	0.0000	19.128	3.760	64	6	77	6	0.9907	0.9986	0.0000	16.362	3.338	64	6	54	6	
-11	0	0.9980	0.9986	0.9978	19.820	4.052	64	6	104	11	0.9913	0.9986	0.0000	16.650	3.398	64	6	54	6	
-12	0	0.9940	0.9986	0.0000	22.284	4.416	64	6	57	6	0.9916	0.9986	0.0000	17.084	3.476	64	6	54	6	
-13	0	0.9940	0.9986	0.0000	21.556	4.424	64	6	30	9	0.9917	0.9986	0.0000	17.403	3.544	64	6	54	6	
-14	0	0.9940	0.9986	0.0000	21.364	4.424	64	6	15	6	0.9919	0.9986	0.0000	17.667	3.602	64	6	54	6	
+0	0	0.9680	0.9985	0.0000	17.734	3.359	13	4	13	3	0.9680	0.9985	0.0000	17.734	3.359	13	4	13	3	
+1	0	0.9905	0.9985	0.0000	15.829	3.414	13	4	56	6	0.9792	0.9985	0.0000	16.781	3.386	13	4	13	3	
+2	0	0.9917	0.9985	0.0000	15.250	3.586	13	4	69	6	0.9834	0.9985	0.0000	16.271	3.453	13	4	13	3	
+3	0	0.9917	0.9986	0.0000	14.659	3.621	12	4	21	7	0.9855	0.9986	0.0000	15.868	3.495	12	4	13	3	
+4	0	0.9955	0.9986	0.0000	13.764	3.525	12	4	121	11	0.9875	0.9986	0.0000	15.447	3.501	12	4	13	3	
+5	0	0.9955	0.9986	0.0000	14.126	3.679	12	4	20	6	0.9888	0.9986	0.0000	15.227	3.531	12	4	13	3	
+6	0	0.9955	0.9987	0.0000	12.940	3.534	3	1	24	8	0.9898	0.9987	0.0000	14.900	3.531	3	1	13	3	
+7	0	0.9955	0.9987	0.0000	13.545	3.667	3	1	26	9	0.9905	0.9987	0.0000	14.731	3.548	3	1	13	3	
+8	0	0.9936	0.9987	0.0000	13.174	3.734	3	1	48	6	0.9908	0.9987	0.0000	14.558	3.569	3	1	13	3	
+9	0	0.9980	0.9987	0.9970	11.863	3.500	3	1	44	7	0.9915	0.9987	0.0000	14.288	3.562	3	1	13	3	
+10	0	0.9942	0.9987	0.0000	13.336	3.829	3	1	73	16	0.9918	0.9987	0.0000	14.202	3.586	3	1	13	3	
+11	0	0.9942	0.9987	0.0000	12.166	3.688	3	1	34	8	0.9920	0.9987	0.0000	14.032	3.595	3	1	13	3	
+12	0	0.9930	0.9987	0.0000	11.734	3.660	3	1	45	9	0.9921	0.9987	0.0000	13.855	3.600	3	1	13	3	
+13	0	0.9967	0.9987	0.0000	10.310	3.335	3	1	11	4	0.9924	0.9987	0.0000	13.602	3.581	3	1	13	3	
+14	0	0.9955	0.9987	0.0000	9.951	3.248	3	1	65	12	0.9926	0.9987	0.0000	13.359	3.558	3	1	13	3	
+15	0	0.9980	0.9987	0.9979	9.449	3.211	3	1	17	6	0.9929	0.9987	0.0000	13.114	3.537	3	1	13	3	
+16	0	0.9967	0.9987	0.0000	8.329	2.976	3	1	9	4	0.9932	0.9987	0.0000	12.833	3.504	3	1	13	3	
+17	0	0.9967	0.9987	0.0000	8.861	3.078	3	1	8	4	0.9934	0.9987	0.0000	12.612	3.480	3	1	13	3	
+18	0	0.9967	0.9987	0.0000	8.023	2.942	3	1	13	6	0.9935	0.9987	0.0000	12.371	3.452	3	1	13	3	
+19	0	0.9967	0.9987	0.0000	7.379	2.766	3	1	10	5	0.9937	0.9987	0.0000	12.121	3.418	3	1	13	3	
+20	0	0.9967	0.9987	0.0000	7.539	2.790	3	1	18	7	0.9938	0.9987	0.0000	11.903	3.388	3	1	13	3	
+21	0	0.9942	0.9987	0.0000	7.055	2.585	3	1	35	12	0.9939	0.9987	0.0000	11.682	3.351	3	1	13	3	
+22	0	0.9980	0.9987	0.9953	6.207	2.396	3	1	9	4	0.9940	0.9987	0.0000	11.444	3.310	3	1	13	3	
+23	0	0.9980	0.9987	0.9953	6.362	2.419	3	1	9	4	0.9942	0.9987	0.0000	11.233	3.273	3	1	13	3	
+24	0	0.9980	0.9987	0.9956	5.836	2.228	3	1	5	2	0.9943	0.9987	0.0000	11.017	3.231	3	1	13	3	
diff --git a/build/run_8/regress.sys b/build/run_8/regress.sys
index 627afb8..0107d8c 100644
--- a/build/run_8/regress.sys
+++ b/build/run_8/regress.sys
@@ -14,56 +14,112 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 1894.
+    no random number seed specfied; using 355.
 creating initial population(s):
-    329 trees were generated to fill the population of 250 (250 trees).
+    1098 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (9s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (10s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (7s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 6.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (5s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 8.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
 === generation 9.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 11.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 12.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 13.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (3s wall)
     breeding complete.    (0s wall)
 === generation 14.
+    evaluation complete.  (3s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      6333448
+               freed:      6285448
+           not freed:      48000
+       max allocated:      459109
+    malloc'ed blocks:      78231
+   realloc'ed blocks:      7
+      free'ed blocks:      78225
+
+------- time -------
+             overall:      74s wall
+          evaluation:      68s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2340
+               freed:      2340
+           allocated:      1000
+              blocks:      1
diff --git a/build/run_9/regress.bst b/build/run_9/regress.bst
index dffc45e..462ffd6 100644
--- a/build/run_9/regress.bst
+++ b/build/run_9/regress.bst
@@ -1,18 +1,25 @@
 === BEST-OF-RUN ===
-              generation: 0
-                   nodes: 6
-                   depth: 2
-                    hits: 516
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 516
-             raw fitness: 516.0000
-    standardized fitness: 516.0000
-        adjusted fitness: 0.9981
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
 TREE:
- (exp (/ -0.08841 perimeter))
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
 TREE-equ:
-y = exp((-0.08841 / perimeter))
+y = (((extent / (area - (extent / convex))) / (exp((perimeter - major)) / exp((-0.86676 + 0.47741)))) / ((((perimeter * major) * exp(perimeter)) * log(extent)) / area))
diff --git a/build/run_9/regress.fn b/build/run_9/regress.fn
index f610b3b..005a418 100644
--- a/build/run_9/regress.fn
+++ b/build/run_9/regress.fn
@@ -1,12 +1,19 @@
-Hits: 1114, Total Size: 2810, Percent Hit: 39.644128
-CC: 1114
-CO: 0
-OO: 0
-OC: 1696
-Fitness: 0.998066
-Hits: 516
+Hits: 2562, Total Size: 2810, Percent Hit: 91.174377
+CC: 953
+CO: 173
+OO: 1609
+OC: 75
+Fitness: 0.998874
+Hits: 887
 
 
-y = exp((-0.08841 / perimeter))
+y = (((extent / (area - (extent / convex))) / (exp((perimeter - major)) / exp((-0.86676 + 0.47741)))) / ((((perimeter * major) * exp(perimeter)) * log(extent)) / area))
 
- (exp (/ -0.08841 perimeter))
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
diff --git a/build/run_9/regress.his b/build/run_9/regress.his
index 1e93018..7ed8a5f 100644
--- a/build/run_9/regress.his
+++ b/build/run_9/regress.his
@@ -1,85 +1,980 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 6
-                   depth: 2
-                    hits: 516
+                   nodes: 76
+                   depth: 6
+                    hits: 563
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 516
-             raw fitness: 516.0000
-    standardized fitness: 516.0000
-        adjusted fitness: 0.9981
+                    hits: 563
+             raw fitness: 563.0000
+    standardized fitness: 563.0000
+        adjusted fitness: 0.9982
 TREE:
- (exp (/ -0.08841 perimeter))
+ (/ (* (log (- (- (+ minor convex)
+                  (* eccentricity perimeter))
+               (/ (exp major)
+                  (* minor convex))))
+       (* (exp (exp (* extent eccentricity)))
+          (/ (* (exp area)
+                (exp major))
+             (+ (/ -0.20053 minor)
+                (log minor)))))
+    (* (+ (+ (* (+ perimeter minor)
+                (+ perimeter major))
+             (- (exp perimeter)
+                (log perimeter)))
+          (+ (/ (+ area perimeter)
+                (- major eccentricity))
+             (* (/ area perimeter)
+                (* perimeter area))))
+       (log (/ (* (exp extent)
+                  (log extent))
+               (exp (- eccentricity eccentricity))))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 6
-                   depth: 2
-                    hits: 516
+                   nodes: 76
+                   depth: 6
+                    hits: 563
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 516
-             raw fitness: 516.0000
-    standardized fitness: 516.0000
-        adjusted fitness: 0.9981
+                    hits: 563
+             raw fitness: 563.0000
+    standardized fitness: 563.0000
+        adjusted fitness: 0.9982
 TREE:
- (exp (/ -0.08841 perimeter))
+ (/ (* (log (- (- (+ minor convex)
+                  (* eccentricity perimeter))
+               (/ (exp major)
+                  (* minor convex))))
+       (* (exp (exp (* extent eccentricity)))
+          (/ (* (exp area)
+                (exp major))
+             (+ (/ -0.20053 minor)
+                (log minor)))))
+    (* (+ (+ (* (+ perimeter minor)
+                (+ perimeter major))
+             (- (exp perimeter)
+                (log perimeter)))
+          (+ (/ (+ area perimeter)
+                (- major eccentricity))
+             (* (/ area perimeter)
+                (* perimeter area))))
+       (log (/ (* (exp extent)
+                  (log extent))
+               (exp (- eccentricity eccentricity))))))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 0
-                   nodes: 6
-                   depth: 2
-                    hits: 516
+              generation: 2
+                   nodes: 26
+                   depth: 4
+                    hits: 783
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 516
-             raw fitness: 516.0000
-    standardized fitness: 516.0000
-        adjusted fitness: 0.9981
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
 TREE:
- (exp (/ -0.08841 perimeter))
+ (* (/ (/ -0.96024 0.86046)
+       (+ (* -0.47054 major)
+          (+ minor extent)))
+    (+ (+ (log perimeter)
+          (+ major convex))
+       (/ (+ major eccentricity)
+          (* -0.43550 extent))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 0
-                   nodes: 6
-                   depth: 2
-                    hits: 516
+              generation: 2
+                   nodes: 26
+                   depth: 4
+                    hits: 783
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 516
-             raw fitness: 516.0000
-    standardized fitness: 516.0000
-        adjusted fitness: 0.9981
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
 TREE:
- (exp (/ -0.08841 perimeter))
+ (* (/ (/ -0.96024 0.86046)
+       (+ (* -0.47054 major)
+          (+ minor extent)))
+    (+ (+ (log perimeter)
+          (+ major convex))
+       (/ (+ major eccentricity)
+          (* -0.43550 extent))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 6
-                   depth: 2
-                    hits: 516
+              generation: 2
+                   nodes: 26
+                   depth: 4
+                    hits: 783
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 516
-             raw fitness: 516.0000
-    standardized fitness: 516.0000
-        adjusted fitness: 0.9981
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
 TREE:
- (exp (/ -0.08841 perimeter))
+ (* (/ (/ -0.96024 0.86046)
+       (+ (* -0.47054 major)
+          (+ minor extent)))
+    (+ (+ (log perimeter)
+          (+ major convex))
+       (/ (+ major eccentricity)
+          (* -0.43550 extent))))
+=== BEST-OF-RUN ===
+      current generation: 5
+              generation: 2
+                   nodes: 26
+                   depth: 4
+                    hits: 783
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ -0.96024 0.86046)
+       (+ (* -0.47054 major)
+          (+ minor extent)))
+    (+ (+ (log perimeter)
+          (+ major convex))
+       (/ (+ major eccentricity)
+          (* -0.43550 extent))))
+=== BEST-OF-RUN ===
+      current generation: 6
+              generation: 2
+                   nodes: 26
+                   depth: 4
+                    hits: 783
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 783
+             raw fitness: 783.0000
+    standardized fitness: 783.0000
+        adjusted fitness: 0.9987
+TREE:
+ (* (/ (/ -0.96024 0.86046)
+       (+ (* -0.47054 major)
+          (+ minor extent)))
+    (+ (+ (log perimeter)
+          (+ major convex))
+       (/ (+ major eccentricity)
+          (* -0.43550 extent))))
+=== BEST-OF-RUN ===
+      current generation: 7
+              generation: 7
+                   nodes: 35
+                   depth: 7
+                    hits: 866
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 866
+             raw fitness: 866.0000
+    standardized fitness: 866.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (log major)
+          (- (/ major
+                (/ extent
+                   (exp area)))
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 8
+              generation: 7
+                   nodes: 35
+                   depth: 7
+                    hits: 866
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 866
+             raw fitness: 866.0000
+    standardized fitness: 866.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (/ (/ (log major)
+          (- (/ major
+                (/ extent
+                   (exp area)))
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 9
+              generation: 9
+                   nodes: 23
+                   depth: 5
+                    hits: 868
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 868
+             raw fitness: 868.0000
+    standardized fitness: 868.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (/ eccentricity
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 9
+                   nodes: 23
+                   depth: 5
+                    hits: 868
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 868
+             raw fitness: 868.0000
+    standardized fitness: 868.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (/ eccentricity
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 9
+                   nodes: 23
+                   depth: 5
+                    hits: 868
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 868
+             raw fitness: 868.0000
+    standardized fitness: 868.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (/ eccentricity
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 12
+                   nodes: 34
+                   depth: 6
+                    hits: 879
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 879
+             raw fitness: 879.0000
+    standardized fitness: 879.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- (/ major
+                (/ extent eccentricity))
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 12
+                   nodes: 34
+                   depth: 6
+                    hits: 879
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 879
+             raw fitness: 879.0000
+    standardized fitness: 879.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- (/ major
+                (/ extent eccentricity))
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 12
+                   nodes: 34
+                   depth: 6
+                    hits: 879
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 879
+             raw fitness: 879.0000
+    standardized fitness: 879.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- (/ major
+                (/ extent eccentricity))
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 15
+                   nodes: 30
+                   depth: 5
+                    hits: 886
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 886
+             raw fitness: 886.0000
+    standardized fitness: 886.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ (log major)
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 25
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 26
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 27
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 28
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 29
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 30
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 31
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 32
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 33
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 34
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 35
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 36
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 37
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 38
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
+=== BEST-OF-RUN ===
+      current generation: 39
+              generation: 24
+                   nodes: 29
+                   depth: 5
+                    hits: 887
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 887
+             raw fitness: 887.0000
+    standardized fitness: 887.0000
+        adjusted fitness: 0.9989
+TREE:
+ (/ (/ (/ extent
+          (- area
+             (/ extent convex)))
+       (/ (exp (- perimeter major))
+          (exp (+ -0.86676 0.47741))))
+    (/ (* (* (* perimeter major)
+             (exp perimeter))
+          (log extent)) area))
diff --git a/build/run_9/regress.prg b/build/run_9/regress.prg
index b16d2ea..63b21c1 100644
--- a/build/run_9/regress.prg
+++ b/build/run_9/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  11999.00000, perimeter =    440.66901, major_axis_length =    176.70190, minor_axis_length =     88.94086, eccentricity =      0.86409, convex_area =  12483.00000, extent =      0.64685, type = O
-    area =  11201.00000, perimeter =    423.28101, major_axis_length =    175.04016, minor_axis_length =     83.43684, eccentricity =      0.87908, convex_area =  11386.00000, extent =      0.59265, type = O
-    area =   9225.00000, perimeter =    387.82401, major_axis_length =    163.40498, minor_axis_length =     72.74552, eccentricity =      0.89544, convex_area =   9422.00000, extent =      0.58505, type = O
-    area =  11604.00000, perimeter =    433.11700, major_axis_length =    175.14182, minor_axis_length =     86.71931, eccentricity =      0.86881, convex_area =  12006.00000, extent =      0.68259, type = O
-    area =  11133.00000, perimeter =    431.70200, major_axis_length =    184.95299, minor_axis_length =     77.73632, eccentricity =      0.90738, convex_area =  11287.00000, extent =      0.55223, type = O
-    area =  11933.00000, perimeter =    430.86700, major_axis_length =    178.96300, minor_axis_length =     85.46998, eccentricity =      0.87859, convex_area =  12118.00000, extent =      0.79809, type = O
-    area =  12692.00000, perimeter =    443.14301, major_axis_length =    182.93283, minor_axis_length =     88.95260, eccentricity =      0.87382, convex_area =  12849.00000, extent =      0.63824, type = C
-    area =  13029.00000, perimeter =    460.41699, major_axis_length =    184.94789, minor_axis_length =     91.33196, eccentricity =      0.86956, convex_area =  13410.00000, extent =      0.76157, type = O
-    area =  13377.00000, perimeter =    472.96100, major_axis_length =    199.94078, minor_axis_length =     86.68287, eccentricity =      0.90113, convex_area =  13685.00000, extent =      0.79483, type = C
-    area =  13431.00000, perimeter =    482.53000, major_axis_length =    212.45061, minor_axis_length =     81.18548, eccentricity =      0.92411, convex_area =  13786.00000, extent =      0.77798, type = C
-    area =  12557.00000, perimeter =    443.21899, major_axis_length =    175.59749, minor_axis_length =     92.33857, eccentricity =      0.85058, convex_area =  12860.00000, extent =      0.62287, type = C
-    area =  10499.00000, perimeter =    408.72900, major_axis_length =    165.55937, minor_axis_length =     82.35825, eccentricity =      0.86749, convex_area =  10785.00000, extent =      0.66131, type = O
-    area =  15475.00000, perimeter =    511.42700, major_axis_length =    219.14824, minor_axis_length =     91.46255, eccentricity =      0.90874, convex_area =  15759.00000, extent =      0.78874, type = C
-    area =  12885.00000, perimeter =    463.43799, major_axis_length =    192.96786, minor_axis_length =     86.65742, eccentricity =      0.89349, convex_area =  13263.00000, extent =      0.58903, type = O
-    area =  15269.00000, perimeter =    496.68900, major_axis_length =    210.45181, minor_axis_length =     92.70920, eccentricity =      0.89774, convex_area =  15474.00000, extent =      0.80669, type = C
-    area =  16413.00000, perimeter =    510.10999, major_axis_length =    210.55511, minor_axis_length =    100.12189, eccentricity =      0.87971, convex_area =  16665.00000, extent =      0.59989, type = C
-    area =  13852.00000, perimeter =    490.27899, major_axis_length =    213.98569, minor_axis_length =     82.96648, eccentricity =      0.92178, convex_area =  14158.00000, extent =      0.72832, type = C
-    area =  14277.00000, perimeter =    492.03101, major_axis_length =    213.29962, minor_axis_length =     85.51837, eccentricity =      0.91611, convex_area =  14481.00000, extent =      0.54252, type = C
-    area =  16291.00000, perimeter =    523.19299, major_axis_length =    223.25233, minor_axis_length =     93.60416, eccentricity =      0.90786, convex_area =  16595.00000, extent =      0.58116, type = C
-    area =  12407.00000, perimeter =    460.17899, major_axis_length =    187.73659, minor_axis_length =     85.86542, eccentricity =      0.88928, convex_area =  12849.00000, extent =      0.58246, type = O
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+    area =  13724.00000, perimeter =    481.77100, major_axis_length =    200.89267, minor_axis_length =     88.16832, eccentricity =      0.89854, convex_area =  14038.00000, extent =      0.67954, type = C
+    area =  14811.00000, perimeter =    512.10999, major_axis_length =    217.73833, minor_axis_length =     87.48341, eccentricity =      0.91574, convex_area =  15090.00000, extent =      0.54917, type = C
+    area =  14054.00000, perimeter =    486.76501, major_axis_length =    207.58250, minor_axis_length =     87.13073, eccentricity =      0.90764, convex_area =  14343.00000, extent =      0.78946, type = C
+    area =  15437.00000, perimeter =    512.94800, major_axis_length =    211.40877, minor_axis_length =     94.91480, eccentricity =      0.89355, convex_area =  15984.00000, extent =      0.73161, type = C
+    area =  11846.00000, perimeter =    437.34698, major_axis_length =    182.62881, minor_axis_length =     82.91296, eccentricity =      0.89100, convex_area =  12019.00000, extent =      0.57932, type = O
+    area =  11088.00000, perimeter =    430.58701, major_axis_length =    184.72202, minor_axis_length =     77.01331, eccentricity =      0.90895, convex_area =  11263.00000, extent =      0.62836, type = O
+    area =  10562.00000, perimeter =    407.19400, major_axis_length =    168.77527, minor_axis_length =     80.46923, eccentricity =      0.87902, convex_area =  10724.00000, extent =      0.61123, type = O
+    area =  12768.00000, perimeter =    464.82001, major_axis_length =    195.38815, minor_axis_length =     84.35992, eccentricity =      0.90199, convex_area =  13085.00000, extent =      0.58299, type = C
+    area =  12901.00000, perimeter =    475.30301, major_axis_length =    209.58597, minor_axis_length =     79.26891, eccentricity =      0.92572, convex_area =  13219.00000, extent =      0.68281, type = C
+    area =  11901.00000, perimeter =    436.14099, major_axis_length =    174.57289, minor_axis_length =     88.44688, eccentricity =      0.86215, convex_area =  12172.00000, extent =      0.58310, type = O
+    area =  13181.00000, perimeter =    470.38901, major_axis_length =    199.47208, minor_axis_length =     84.90553, eccentricity =      0.90489, convex_area =  13429.00000, extent =      0.73436, type = C
+    area =  10805.00000, perimeter =    410.44501, major_axis_length =    164.70444, minor_axis_length =     84.79468, eccentricity =      0.85729, convex_area =  11050.00000, extent =      0.58497, type = O
+    area =  12930.00000, perimeter =    474.07800, major_axis_length =    205.35634, minor_axis_length =     80.71208, eccentricity =      0.91952, convex_area =  13181.00000, extent =      0.74063, type = C
+    area =  12752.00000, perimeter =    462.35999, major_axis_length =    190.73418, minor_axis_length =     86.67176, eccentricity =      0.89079, convex_area =  13112.00000, extent =      0.62843, type = C
+    area =  12042.00000, perimeter =    441.81000, major_axis_length =    182.17674, minor_axis_length =     85.04359, eccentricity =      0.88435, convex_area =  12302.00000, extent =      0.64080, type = O
+    area =  11502.00000, perimeter =    425.95599, major_axis_length =    173.27319, minor_axis_length =     85.45619, eccentricity =      0.86992, convex_area =  11776.00000, extent =      0.63758, type = O
+    area =  15264.00000, perimeter =    506.66599, major_axis_length =    208.76143, minor_axis_length =     95.73719, eccentricity =      0.88864, convex_area =  15712.00000, extent =      0.60752, type = C
+    area =  15281.00000, perimeter =    509.51700, major_axis_length =    212.69688, minor_axis_length =     92.99384, eccentricity =      0.89936, convex_area =  15689.00000, extent =      0.64023, type = C
+    area =  10580.00000, perimeter =    409.08899, major_axis_length =    173.31699, minor_axis_length =     78.04712, eccentricity =      0.89287, convex_area =  10731.00000, extent =      0.58132, type = O
+    area =  14897.00000, perimeter =    491.18500, major_axis_length =    205.71985, minor_axis_length =     92.87569, eccentricity =      0.89229, convex_area =  15137.00000, extent =      0.59445, type = C
+    area =  11114.00000, perimeter =    413.07901, major_axis_length =    170.09941, minor_axis_length =     84.00699, eccentricity =      0.86954, convex_area =  11293.00000, extent =      0.76040, type = O
+    area =  12402.00000, perimeter =    437.65799, major_axis_length =    175.23166, minor_axis_length =     91.14552, eccentricity =      0.85408, convex_area =  12595.00000, extent =      0.76593, type = O
+    area =  15486.00000, perimeter =    509.13599, major_axis_length =    211.11356, minor_axis_length =     94.82224, eccentricity =      0.89345, convex_area =  15921.00000, extent =      0.68634, type = C
+    area =   9801.00000, perimeter =    391.96500, major_axis_length =    162.89905, minor_axis_length =     76.97165, eccentricity =      0.88132, convex_area =   9964.00000, extent =      0.66474, type = O
+    area =  15806.00000, perimeter =    513.84497, major_axis_length =    221.19238, minor_axis_length =     91.62951, eccentricity =      0.91016, convex_area =  16043.00000, extent =      0.57487, type = C
+    area =  15168.00000, perimeter =    504.98001, major_axis_length =    212.82603, minor_axis_length =     91.61982, eccentricity =      0.90259, convex_area =  15432.00000, extent =      0.58365, type = C
+    area =  13256.00000, perimeter =    462.72400, major_axis_length =    194.14876, minor_axis_length =     87.72887, eccentricity =      0.89209, convex_area =  13465.00000, extent =      0.64742, type = C
+    area =  10984.00000, perimeter =    421.95999, major_axis_length =    170.87349, minor_axis_length =     83.75953, eccentricity =      0.87162, convex_area =  11201.00000, extent =      0.69554, type = O
+    area =  13760.00000, perimeter =    474.18799, major_axis_length =    198.39156, minor_axis_length =     89.04605, eccentricity =      0.89361, convex_area =  13989.00000, extent =      0.63375, type = C
+    area =  13980.00000, perimeter =    479.17999, major_axis_length =    206.32904, minor_axis_length =     87.03672, eccentricity =      0.90667, convex_area =  14137.00000, extent =      0.86105, type = C
+    area =  14828.00000, perimeter =    494.28799, major_axis_length =    202.10315, minor_axis_length =     95.03462, eccentricity =      0.88254, convex_area =  15197.00000, extent =      0.59179, type = C
+    area =  14750.00000, perimeter =    484.15201, major_axis_length =    201.24701, minor_axis_length =     94.85915, eccentricity =      0.88194, convex_area =  14967.00000, extent =      0.78067, type = C
+    area =  15350.00000, perimeter =    498.17899, major_axis_length =    204.62120, minor_axis_length =     96.89340, eccentricity =      0.88078, convex_area =  15751.00000, extent =      0.66370, type = C
+    area =  12625.00000, perimeter =    445.92801, major_axis_length =    181.65076, minor_axis_length =     89.60036, eccentricity =      0.86988, convex_area =  12905.00000, extent =      0.65144, type = O
+    area =  11462.00000, perimeter =    424.55701, major_axis_length =    175.42000, minor_axis_length =     84.14052, eccentricity =      0.87746, convex_area =  11650.00000, extent =      0.79825, type = O
+    area =  10951.00000, perimeter =    432.61200, major_axis_length =    182.04431, minor_axis_length =     78.21558, eccentricity =      0.90299, convex_area =  11242.00000, extent =      0.54711, type = C
+    area =  11479.00000, perimeter =    429.17401, major_axis_length =    176.47830, minor_axis_length =     83.61654, eccentricity =      0.88063, convex_area =  11739.00000, extent =      0.61962, type = O
+    area =  11703.00000, perimeter =    422.05301, major_axis_length =    166.01041, minor_axis_length =     91.12495, eccentricity =      0.83588, convex_area =  12023.00000, extent =      0.65376, type = O
+    area =  12820.00000, perimeter =    459.17099, major_axis_length =    193.70509, minor_axis_length =     84.83408, eccentricity =      0.89900, convex_area =  13002.00000, extent =      0.59617, type = C
+    area =  11975.00000, perimeter =    458.90201, major_axis_length =    199.04269, minor_axis_length =     78.03677, eccentricity =      0.91994, convex_area =  12288.00000, extent =      0.79983, type = C
+    area =  11483.00000, perimeter =    429.55200, major_axis_length =    173.86205, minor_axis_length =     85.40532, eccentricity =      0.87103, convex_area =  11770.00000, extent =      0.77233, type = O
diff --git a/build/run_9/regress.stt b/build/run_9/regress.stt
index 7a20e97..b472484 100644
--- a/build/run_9/regress.stt
+++ b/build/run_9/regress.stt
@@ -1,6 +1,41 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9501	0.9981	0.0000	16.944	3.276	6	2	21	5	0.9501	0.9981	0.0000	16.944	3.276	6	2	21	5	
-1	0	0.9901	0.9981	0.0000	13.344	3.232	6	2	62	9	0.9701	0.9981	0.0000	15.144	3.254	6	2	21	5	
-2	0	0.9940	0.9981	0.0000	11.828	3.164	6	2	17	10	0.9781	0.9981	0.0000	14.039	3.224	6	2	21	5	
-3	0	0.9980	0.9981	0.9979	13.264	3.396	6	2	21	7	0.9831	0.9981	0.0000	13.845	3.267	6	2	21	5	
-4	0	0.9940	0.9981	0.0000	13.364	3.304	6	2	81	10	0.9853	0.9981	0.0000	13.749	3.274	6	2	21	5	
+0	0	0.9656	0.9982	0.0000	18.065	3.348	76	6	71	6	0.9656	0.9982	0.0000	18.065	3.348	76	6	71	6	
+1	0	0.9893	0.9982	0.0000	16.444	3.428	76	6	54	7	0.9774	0.9982	0.0000	17.254	3.388	76	6	71	6	
+2	0	0.9880	0.9987	0.0000	14.279	3.337	26	4	24	8	0.9810	0.9987	0.0000	16.262	3.371	26	4	71	6	
+3	0	0.9943	0.9987	0.0000	13.650	3.344	26	4	37	6	0.9843	0.9987	0.0000	15.609	3.364	26	4	71	6	
+4	0	0.9943	0.9987	0.0000	12.280	3.232	26	4	35	8	0.9863	0.9987	0.0000	14.944	3.338	26	4	71	6	
+5	0	0.9918	0.9987	0.0000	10.586	3.060	26	4	75	6	0.9872	0.9987	0.0000	14.217	3.291	26	4	71	6	
+6	0	0.9955	0.9987	0.0000	10.425	3.126	26	4	32	6	0.9884	0.9987	0.0000	13.676	3.268	26	4	71	6	
+7	0	0.9943	0.9988	0.0000	10.005	3.056	35	7	85	9	0.9891	0.9988	0.0000	13.217	3.241	35	7	71	6	
+8	0	0.9943	0.9988	0.0000	9.546	2.993	35	7	31	7	0.9897	0.9988	0.0000	12.809	3.214	35	7	71	6	
+9	0	0.9893	0.9988	0.0000	8.876	2.906	23	5	36	10	0.9897	0.9988	0.0000	12.416	3.183	23	5	71	6	
+10	0	0.9968	0.9988	0.0000	8.746	2.916	23	5	30	8	0.9903	0.9988	0.0000	12.082	3.159	23	5	71	6	
+11	0	0.9968	0.9988	0.0000	8.026	2.740	23	5	43	7	0.9908	0.9988	0.0000	11.744	3.124	23	5	71	6	
+12	0	0.9968	0.9989	0.0000	7.790	2.686	34	6	22	10	0.9913	0.9989	0.0000	11.440	3.090	34	6	71	6	
+13	0	0.9968	0.9989	0.0000	7.809	2.692	34	6	11	4	0.9917	0.9989	0.0000	11.181	3.062	34	6	71	6	
+14	0	0.9943	0.9989	0.0000	8.168	2.794	34	6	15	4	0.9919	0.9989	0.0000	10.980	3.044	34	6	71	6	
+15	0	0.9980	0.9989	0.9979	7.303	2.570	30	5	5	2	0.9922	0.9989	0.0000	10.750	3.014	30	5	71	6	
+16	0	0.9968	0.9989	0.0000	6.804	2.420	30	5	6	3	0.9925	0.9989	0.0000	10.518	2.979	30	5	71	6	
+17	0	0.9980	0.9989	0.9977	6.614	2.415	30	5	4	2	0.9928	0.9989	0.0000	10.301	2.948	30	5	71	6	
+18	0	0.9968	0.9989	0.0000	6.671	2.460	30	5	48	7	0.9930	0.9989	0.0000	10.110	2.922	30	5	71	6	
+19	0	0.9943	0.9989	0.0000	6.676	2.491	30	5	19	8	0.9931	0.9989	0.0000	9.938	2.901	30	5	71	6	
+20	0	0.9980	0.9989	0.9979	6.201	2.365	30	5	19	7	0.9933	0.9989	0.0000	9.760	2.875	30	5	71	6	
+21	0	0.9980	0.9989	0.9979	5.809	2.244	30	5	6	2	0.9935	0.9989	0.0000	9.581	2.847	30	5	71	6	
+22	0	0.9980	0.9989	0.9979	5.890	2.178	30	5	10	4	0.9937	0.9989	0.0000	9.420	2.817	30	5	71	6	
+23	0	0.9968	0.9989	0.0000	6.090	2.261	30	5	12	6	0.9939	0.9989	0.0000	9.281	2.794	30	5	71	6	
+24	0	0.9980	0.9989	0.9979	6.188	2.244	29	5	17	5	0.9940	0.9989	0.0000	9.158	2.772	29	5	71	6	
+25	0	0.9980	0.9989	0.9979	6.230	2.263	29	5	11	4	0.9942	0.9989	0.0000	9.045	2.753	29	5	71	6	
+26	0	0.9968	0.9989	0.0000	5.952	2.166	29	5	13	4	0.9943	0.9989	0.0000	8.930	2.731	29	5	71	6	
+27	0	0.9980	0.9989	0.9974	5.895	2.159	29	5	19	6	0.9944	0.9989	0.0000	8.822	2.710	29	5	71	6	
+28	0	0.9980	0.9989	0.9975	5.829	2.119	29	5	21	5	0.9945	0.9989	0.0000	8.719	2.690	29	5	71	6	
+29	0	0.9968	0.9989	0.0000	5.707	2.106	29	5	10	4	0.9946	0.9989	0.0000	8.618	2.671	29	5	71	6	
+30	0	0.9968	0.9989	0.0000	5.566	2.071	29	5	27	8	0.9947	0.9989	0.0000	8.520	2.651	29	5	71	6	
+31	0	0.9968	0.9989	0.0000	5.590	2.049	29	5	13	4	0.9947	0.9989	0.0000	8.428	2.632	29	5	71	6	
+32	0	0.9980	0.9989	0.9976	5.434	2.064	29	5	3	1	0.9948	0.9989	0.0000	8.338	2.615	29	5	71	6	
+33	0	0.9980	0.9989	0.9976	5.630	2.119	29	5	4	2	0.9949	0.9989	0.0000	8.258	2.601	29	5	71	6	
+34	0	0.9980	0.9989	0.9979	5.609	2.146	29	5	14	5	0.9950	0.9989	0.0000	8.182	2.588	29	5	71	6	
+35	0	0.9980	0.9989	0.9980	5.300	2.041	29	5	8	4	0.9951	0.9989	0.0000	8.102	2.572	29	5	71	6	
+36	0	0.9980	0.9989	0.9971	5.006	1.915	29	5	9	3	0.9952	0.9989	0.0000	8.019	2.555	29	5	71	6	
+37	0	0.9980	0.9989	0.9979	5.145	1.964	29	5	16	9	0.9953	0.9989	0.0000	7.943	2.539	29	5	71	6	
+38	0	0.9980	0.9989	0.9980	5.346	2.000	29	5	15	8	0.9953	0.9989	0.0000	7.876	2.525	29	5	71	6	
+39	0	0.9968	0.9989	0.0000	5.628	2.099	29	5	11	5	0.9954	0.9989	0.0000	7.820	2.515	29	5	71	6	
diff --git a/build/run_9/regress.sys b/build/run_9/regress.sys
index 31a63ce..c9d367c 100644
--- a/build/run_9/regress.sys
+++ b/build/run_9/regress.sys
@@ -14,26 +14,157 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 343.
+    no random number seed specfied; using 32.
 creating initial population(s):
-    322 trees were generated to fill the population of 250 (250 trees).
+    1084 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (8s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (6s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (2s wall)
     breeding complete.    (0s wall)
 === generation 4.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (5s wall)
+    breeding complete.    (0s wall)
+=== generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (5s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (4s wall)
+    breeding complete.    (0s wall)
+=== generation 11.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
+    evaluation complete.  (2s wall)
+    breeding complete.    (1s wall)
+=== generation 14.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (2s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 25.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 26.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 27.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 28.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 29.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 30.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 31.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 32.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 33.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 34.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 35.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 36.
+    evaluation complete.  (0s wall)
+    breeding complete.    (1s wall)
+=== generation 37.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 38.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 39.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      8158561
+               freed:      8110561
+           not freed:      48000
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+          evaluation:      60s wall
+            breeding:      2s wall
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+------- generation spaces -------
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+    (exp (+ (exp extent) 0.97088)))
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 1
-                   nodes: 7
-                   depth: 2
-                    hits: 710
+              generation: 2
+                   nodes: 18
+                   depth: 4
+                    hits: 746
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 710
-             raw fitness: 710.0000
-    standardized fitness: 710.0000
-        adjusted fitness: 0.9986
+                    hits: 746
+             raw fitness: 746.0000
+    standardized fitness: 746.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* eccentricity perimeter)
-    (/ minor 0.22723))
+ (- (/ (exp (/ perimeter eccentricity))
+       (/ (- eccentricity 0.87910)
+          (/ minor area)))
+    (exp (+ (exp extent) 0.97088)))
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 1
-                   nodes: 7
-                   depth: 2
-                    hits: 710
+              generation: 2
+                   nodes: 18
+                   depth: 4
+                    hits: 746
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 710
-             raw fitness: 710.0000
-    standardized fitness: 710.0000
-        adjusted fitness: 0.9986
+                    hits: 746
+             raw fitness: 746.0000
+    standardized fitness: 746.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* eccentricity perimeter)
-    (/ minor 0.22723))
+ (- (/ (exp (/ perimeter eccentricity))
+       (/ (- eccentricity 0.87910)
+          (/ minor area)))
+    (exp (+ (exp extent) 0.97088)))
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 1
-                   nodes: 7
-                   depth: 2
-                    hits: 710
+              generation: 2
+                   nodes: 18
+                   depth: 4
+                    hits: 746
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 710
-             raw fitness: 710.0000
-    standardized fitness: 710.0000
-        adjusted fitness: 0.9986
+                    hits: 746
+             raw fitness: 746.0000
+    standardized fitness: 746.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* eccentricity perimeter)
-    (/ minor 0.22723))
+ (- (/ (exp (/ perimeter eccentricity))
+       (/ (- eccentricity 0.87910)
+          (/ minor area)))
+    (exp (+ (exp extent) 0.97088)))
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 1
-                   nodes: 7
-                   depth: 2
-                    hits: 710
+              generation: 2
+                   nodes: 18
+                   depth: 4
+                    hits: 746
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 710
-             raw fitness: 710.0000
-    standardized fitness: 710.0000
-        adjusted fitness: 0.9986
+                    hits: 746
+             raw fitness: 746.0000
+    standardized fitness: 746.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* eccentricity perimeter)
-    (/ minor 0.22723))
+ (- (/ (exp (/ perimeter eccentricity))
+       (/ (- eccentricity 0.87910)
+          (/ minor area)))
+    (exp (+ (exp extent) 0.97088)))
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 1
-                   nodes: 7
-                   depth: 2
-                    hits: 710
+              generation: 2
+                   nodes: 18
+                   depth: 4
+                    hits: 746
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 710
-             raw fitness: 710.0000
-    standardized fitness: 710.0000
-        adjusted fitness: 0.9986
+                    hits: 746
+             raw fitness: 746.0000
+    standardized fitness: 746.0000
+        adjusted fitness: 0.9987
 TREE:
- (- (* eccentricity perimeter)
-    (/ minor 0.22723))
+ (- (/ (exp (/ perimeter eccentricity))
+       (/ (- eccentricity 0.87910)
+          (/ minor area)))
+    (exp (+ (exp extent) 0.97088)))
diff --git a/cmake-build-relwithdebinfo/run_0/regress.prg b/cmake-build-relwithdebinfo/run_0/regress.prg
index aa45a7c..d36a535 100644
--- a/cmake-build-relwithdebinfo/run_0/regress.prg
+++ b/cmake-build-relwithdebinfo/run_0/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  11203.00000, perimeter =    424.80399, major_axis_length =    176.50134, minor_axis_length =     82.42085, eccentricity =      0.88427, convex_area =  11406.00000, extent =      0.57575, type = O
-    area =  13540.00000, perimeter =    458.53000, major_axis_length =    189.11140, minor_axis_length =     92.39391, eccentricity =      0.87253, convex_area =  13710.00000, extent =      0.79995, type = C
-    area =  13189.00000, perimeter =    482.36700, major_axis_length =    203.71744, minor_axis_length =     84.41487, eccentricity =      0.91011, convex_area =  13635.00000, extent =      0.59636, type = C
-    area =  11139.00000, perimeter =    419.44800, major_axis_length =    172.12558, minor_axis_length =     83.78207, eccentricity =      0.87354, convex_area =  11442.00000, extent =      0.62890, type = O
-    area =  15344.00000, perimeter =    501.79999, major_axis_length =    212.42270, minor_axis_length =     92.96140, eccentricity =      0.89916, convex_area =  15604.00000, extent =      0.79420, type = C
-    area =  16412.00000, perimeter =    515.11499, major_axis_length =    208.69455, minor_axis_length =    101.94176, eccentricity =      0.87258, convex_area =  16857.00000, extent =      0.77379, type = C
-    area =  11941.00000, perimeter =    452.60199, major_axis_length =    196.03004, minor_axis_length =     78.68724, eccentricity =      0.91590, convex_area =  12131.00000, extent =      0.65134, type = C
-    area =  17564.00000, perimeter =    527.11603, major_axis_length =    221.60294, minor_axis_length =    101.65880, eccentricity =      0.88857, convex_area =  17808.00000, extent =      0.77116, type = C
-    area =  14985.00000, perimeter =    516.96100, major_axis_length =    219.53339, minor_axis_length =     88.00939, eccentricity =      0.91612, convex_area =  15412.00000, extent =      0.62297, type = C
-    area =  12051.00000, perimeter =    423.22699, major_axis_length =    168.01328, minor_axis_length =     92.19842, eccentricity =      0.83598, convex_area =  12216.00000, extent =      0.76602, type = O
-    area =  11355.00000, perimeter =    428.99200, major_axis_length =    172.28127, minor_axis_length =     85.36949, eccentricity =      0.86859, convex_area =  11690.00000, extent =      0.61425, type = O
-    area =  13932.00000, perimeter =    462.02200, major_axis_length =    187.78029, minor_axis_length =     95.78060, eccentricity =      0.86013, convex_area =  14180.00000, extent =      0.70492, type = O
-    area =  13121.00000, perimeter =    456.77200, major_axis_length =    181.99808, minor_axis_length =     93.46143, eccentricity =      0.85807, convex_area =  13490.00000, extent =      0.62732, type = O
-    area =  15065.00000, perimeter =    506.82001, major_axis_length =    212.43690, minor_axis_length =     91.37028, eccentricity =      0.90278, convex_area =  15516.00000, extent =      0.72463, type = C
-    area =  13410.00000, perimeter =    483.15201, major_axis_length =    205.87576, minor_axis_length =     84.65060, eccentricity =      0.91156, convex_area =  13866.00000, extent =      0.73143, type = C
-    area =  13831.00000, perimeter =    483.61600, major_axis_length =    202.87578, minor_axis_length =     88.29086, eccentricity =      0.90034, convex_area =  14270.00000, extent =      0.59107, type = C
-    area =  12053.00000, perimeter =    440.97800, major_axis_length =    180.09575, minor_axis_length =     86.76285, eccentricity =      0.87630, convex_area =  12351.00000, extent =      0.59049, type = O
-    area =  14482.00000, perimeter =    489.31799, major_axis_length =    205.38631, minor_axis_length =     90.80043, eccentricity =      0.89697, convex_area =  14781.00000, extent =      0.56890, type = C
-    area =  10144.00000, perimeter =    403.64301, major_axis_length =    165.46890, minor_axis_length =     79.17584, eccentricity =      0.87809, convex_area =  10399.00000, extent =      0.65930, type = O
-    area =  12651.00000, perimeter =    467.56500, major_axis_length =    200.05037, minor_axis_length =     81.17270, eccentricity =      0.91398, convex_area =  12991.00000, extent =      0.59411, type = C
-    area =  11377.00000, perimeter =    429.38599, major_axis_length =    172.53964, minor_axis_length =     85.88434, eccentricity =      0.86731, convex_area =  11746.00000, extent =      0.73542, type = O
-    area =  13789.00000, perimeter =    494.38000, major_axis_length =    216.91551, minor_axis_length =     82.15645, eccentricity =      0.92550, convex_area =  14109.00000, extent =      0.53274, type = C
-    area =  14686.00000, perimeter =    490.40601, major_axis_length =    203.03380, minor_axis_length =     93.82804, eccentricity =      0.88681, convex_area =  15065.00000, extent =      0.61468, type = C
-    area =  15556.00000, perimeter =    510.51001, major_axis_length =    217.10223, minor_axis_length =     92.77322, eccentricity =      0.90410, convex_area =  15781.00000, extent =      0.60742, type = C
-    area =  12287.00000, perimeter =    444.17499, major_axis_length =    181.92105, minor_axis_length =     87.73918, eccentricity =      0.87601, convex_area =  12508.00000, extent =      0.65374, type = O
-    area =  14771.00000, perimeter =    471.91000, major_axis_length =    193.90543, minor_axis_length =     98.03417, eccentricity =      0.86278, convex_area =  14976.00000, extent =      0.61482, type = O
-    area =  11370.00000, perimeter =    444.68799, major_axis_length =    188.17796, minor_axis_length =     77.82491, eccentricity =      0.91047, convex_area =  11676.00000, extent =      0.58851, type = O
-    area =  14509.00000, perimeter =    496.06601, major_axis_length =    211.13757, minor_axis_length =     88.72330, eccentricity =      0.90742, convex_area =  14836.00000, extent =      0.55830, type = C
-    area =  13853.00000, perimeter =    471.64099, major_axis_length =    195.21249, minor_axis_length =     91.29154, eccentricity =      0.88391, convex_area =  14213.00000, extent =      0.65332, type = C
-    area =  12272.00000, perimeter =    439.91699, major_axis_length =    181.70638, minor_axis_length =     86.94543, eccentricity =      0.87809, convex_area =  12495.00000, extent =      0.64117, type = O
-    area =  14746.00000, perimeter =    504.31400, major_axis_length =    220.34344, minor_axis_length =     85.93158, eccentricity =      0.92082, convex_area =  14995.00000, extent =      0.79751, type = C
+    area =  12848.00000, perimeter =    455.64499, major_axis_length =    184.63605, minor_axis_length =     90.01098, eccentricity =      0.87312, convex_area =  13227.00000, extent =      0.69016, type = O
+    area =  13404.00000, perimeter =    476.20599, major_axis_length =    203.31157, minor_axis_length =     84.62199, eccentricity =      0.90926, convex_area =  13751.00000, extent =      0.63466, type = C
+    area =  11725.00000, perimeter =    427.14001, major_axis_length =    174.79402, minor_axis_length =     86.76220, eccentricity =      0.86811, convex_area =  11954.00000, extent =      0.63426, type = O
+    area =  12706.00000, perimeter =    463.45099, major_axis_length =    194.18146, minor_axis_length =     84.88486, eccentricity =      0.89939, convex_area =  13011.00000, extent =      0.79731, type = C
+    area =  11106.00000, perimeter =    415.98499, major_axis_length =    175.18675, minor_axis_length =     81.15784, eccentricity =      0.88622, convex_area =  11257.00000, extent =      0.60999, type = O
+    area =  13138.00000, perimeter =    470.41501, major_axis_length =    203.86282, minor_axis_length =     82.98421, eccentricity =      0.91340, convex_area =  13361.00000, extent =      0.81099, type = C
+    area =  12341.00000, perimeter =    451.11600, major_axis_length =    183.64560, minor_axis_length =     86.69643, eccentricity =      0.88155, convex_area =  12676.00000, extent =      0.60212, type = O
+    area =  13024.00000, perimeter =    469.64700, major_axis_length =    193.92215, minor_axis_length =     87.51405, eccentricity =      0.89238, convex_area =  13422.00000, extent =      0.53956, type = O
+    area =  12006.00000, perimeter =    463.38101, major_axis_length =    198.96843, minor_axis_length =     77.81852, eccentricity =      0.92034, convex_area =  12344.00000, extent =      0.53503, type = C
+    area =  10657.00000, perimeter =    412.83899, major_axis_length =    171.12416, minor_axis_length =     80.39784, eccentricity =      0.88276, convex_area =  10879.00000, extent =      0.72482, type = O
+    area =  10250.00000, perimeter =    407.28900, major_axis_length =    165.72189, minor_axis_length =     79.96314, eccentricity =      0.87589, convex_area =  10512.00000, extent =      0.72234, type = O
+    area =  10167.00000, perimeter =    406.82599, major_axis_length =    160.96185, minor_axis_length =     82.92120, eccentricity =      0.85709, convex_area =  10479.00000, extent =      0.66503, type = O
+    area =  12136.00000, perimeter =    455.42899, major_axis_length =    195.57040, minor_axis_length =     80.09987, eccentricity =      0.91228, convex_area =  12334.00000, extent =      0.77230, type = O
+    area =  13173.00000, perimeter =    467.47601, major_axis_length =    194.67645, minor_axis_length =     87.36396, eccentricity =      0.89365, convex_area =  13443.00000, extent =      0.57316, type = C
+    area =  10469.00000, perimeter =    402.45099, major_axis_length =    159.39949, minor_axis_length =     84.83900, eccentricity =      0.84659, convex_area =  10746.00000, extent =      0.77411, type = O
+    area =  11249.00000, perimeter =    418.93799, major_axis_length =    168.60863, minor_axis_length =     86.19229, eccentricity =      0.85946, convex_area =  11423.00000, extent =      0.62190, type = O
+    area =   9598.00000, perimeter =    397.00000, major_axis_length =    172.00679, minor_axis_length =     72.28365, eccentricity =      0.90741, convex_area =   9766.00000, extent =      0.79685, type = O
+    area =  14935.00000, perimeter =    489.23401, major_axis_length =    202.40665, minor_axis_length =     94.64574, eccentricity =      0.88394, convex_area =  15251.00000, extent =      0.60904, type = C
+    area =  15452.00000, perimeter =    513.26202, major_axis_length =    220.03908, minor_axis_length =     90.55234, eccentricity =      0.91140, convex_area =  15775.00000, extent =      0.78119, type = C
+    area =  14421.00000, perimeter =    489.81799, major_axis_length =    204.95683, minor_axis_length =     90.34169, eccentricity =      0.89761, convex_area =  14716.00000, extent =      0.62526, type = C
+    area =  10727.00000, perimeter =    420.36499, major_axis_length =    174.38452, minor_axis_length =     79.60275, eccentricity =      0.88973, convex_area =  11009.00000, extent =      0.67061, type = O
+    area =  11539.00000, perimeter =    423.69101, major_axis_length =    172.53592, minor_axis_length =     86.05996, eccentricity =      0.86672, convex_area =  11767.00000, extent =      0.64170, type = O
+    area =  12823.00000, perimeter =    450.64099, major_axis_length =    180.69753, minor_axis_length =     91.78145, eccentricity =      0.86140, convex_area =  13195.00000, extent =      0.69785, type = O
+    area =  13410.00000, perimeter =    477.08499, major_axis_length =    195.79893, minor_axis_length =     88.77675, eccentricity =      0.89130, convex_area =  13842.00000, extent =      0.57234, type = C
+    area =  14235.00000, perimeter =    505.84500, major_axis_length =    214.15660, minor_axis_length =     87.47984, eccentricity =      0.91276, convex_area =  14687.00000, extent =      0.68257, type = C
+    area =  14950.00000, perimeter =    496.88400, major_axis_length =    207.82280, minor_axis_length =     93.10914, eccentricity =      0.89402, convex_area =  15422.00000, extent =      0.57932, type = C
     area =  14870.00000, perimeter =    506.56100, major_axis_length =    214.93123, minor_axis_length =     89.40025, eccentricity =      0.90939, convex_area =  15202.00000, extent =      0.57973, type = C
-    area =  10395.00000, perimeter =    415.29599, major_axis_length =    170.19351, minor_axis_length =     79.33728, eccentricity =      0.88470, convex_area =  10725.00000, extent =      0.60968, type = O
-    area =  13033.00000, perimeter =    466.13901, major_axis_length =    198.20711, minor_axis_length =     84.51666, eccentricity =      0.90453, convex_area =  13234.00000, extent =      0.76927, type = O
+    area =  12267.00000, perimeter =    438.26401, major_axis_length =    175.59097, minor_axis_length =     90.18748, eccentricity =      0.85802, convex_area =  12519.00000, extent =      0.62408, type = O
+    area =  14641.00000, perimeter =    505.00201, major_axis_length =    211.58365, minor_axis_length =     90.03343, eccentricity =      0.90495, convex_area =  15034.00000, extent =      0.62956, type = C
+    area =  12708.00000, perimeter =    437.45401, major_axis_length =    174.35812, minor_axis_length =     93.84775, eccentricity =      0.84279, convex_area =  12893.00000, extent =      0.64344, type = O
+    area =  13380.00000, perimeter =    469.17700, major_axis_length =    190.81332, minor_axis_length =     91.01315, eccentricity =      0.87892, convex_area =  13747.00000, extent =      0.61962, type = C
+    area =  16190.00000, perimeter =    529.66101, major_axis_length =    224.38686, minor_axis_length =     93.10742, eccentricity =      0.90985, convex_area =  16530.00000, extent =      0.53482, type = C
+    area =   9679.00000, perimeter =    390.22198, major_axis_length =    154.20059, minor_axis_length =     81.98646, eccentricity =      0.84694, convex_area =  10003.00000, extent =      0.62069, type = O
+    area =  16570.00000, perimeter =    519.12299, major_axis_length =    221.01448, minor_axis_length =     96.22779, eccentricity =      0.90024, convex_area =  16757.00000, extent =      0.59234, type = C
+    area =  14272.00000, perimeter =    487.70300, major_axis_length =    207.79874, minor_axis_length =     88.06716, eccentricity =      0.90575, convex_area =  14510.00000, extent =      0.58301, type = C
+    area =  10824.00000, perimeter =    416.41501, major_axis_length =    170.87822, minor_axis_length =     81.73240, eccentricity =      0.87819, convex_area =  11046.00000, extent =      0.59051, type = O
+    area =  10949.00000, perimeter =    420.17001, major_axis_length =    176.24953, minor_axis_length =     79.89092, eccentricity =      0.89137, convex_area =  11132.00000, extent =      0.57901, type = O
+    area =  11146.00000, perimeter =    425.95999, major_axis_length =    179.80118, minor_axis_length =     79.56255, eccentricity =      0.89677, convex_area =  11302.00000, extent =      0.58107, type = O
+    area =  14314.00000, perimeter =    484.73099, major_axis_length =    206.86554, minor_axis_length =     88.56290, eccentricity =      0.90372, convex_area =  14536.00000, extent =      0.75337, type = C
+    area =  14085.00000, perimeter =    489.45499, major_axis_length =    200.52655, minor_axis_length =     91.23563, eccentricity =      0.89050, convex_area =  14670.00000, extent =      0.62717, type = C
+    area =  13434.00000, perimeter =    455.82300, major_axis_length =    184.17033, minor_axis_length =     93.38285, eccentricity =      0.86192, convex_area =  13686.00000, extent =      0.63584, type = C
+    area =  13631.00000, perimeter =    473.54700, major_axis_length =    193.49402, minor_axis_length =     91.50906, eccentricity =      0.88110, convex_area =  14141.00000, extent =      0.58029, type = C
+    area =  12073.00000, perimeter =    439.79901, major_axis_length =    177.38651, minor_axis_length =     87.63170, eccentricity =      0.86945, convex_area =  12337.00000, extent =      0.68418, type = O
+    area =  10360.00000, perimeter =    411.23999, major_axis_length =    169.40111, minor_axis_length =     78.57223, eccentricity =      0.88593, convex_area =  10538.00000, extent =      0.78485, type = O
+    area =  13410.00000, perimeter =    483.15201, major_axis_length =    205.87576, minor_axis_length =     84.65060, eccentricity =      0.91156, convex_area =  13866.00000, extent =      0.73143, type = C
+    area =  13858.00000, perimeter =    490.57001, major_axis_length =    203.70947, minor_axis_length =     88.17393, eccentricity =      0.90147, convex_area =  14265.00000, extent =      0.65319, type = C
+    area =  12994.00000, perimeter =    457.19000, major_axis_length =    187.33479, minor_axis_length =     89.40963, eccentricity =      0.87876, convex_area =  13335.00000, extent =      0.76359, type = O
+    area =  10227.00000, perimeter =    403.99899, major_axis_length =    164.80865, minor_axis_length =     80.21973, eccentricity =      0.87354, convex_area =  10496.00000, extent =      0.63060, type = O
+    area =  11990.00000, perimeter =    416.75299, major_axis_length =    166.58202, minor_axis_length =     91.98354, eccentricity =      0.83372, convex_area =  12145.00000, extent =      0.66170, type = O
+    area =  13902.00000, perimeter =    479.23199, major_axis_length =    201.11488, minor_axis_length =     89.12859, eccentricity =      0.89644, convex_area =  14202.00000, extent =      0.69870, type = C
+    area =  15373.00000, perimeter =    489.13101, major_axis_length =    200.14091, minor_axis_length =     98.96591, eccentricity =      0.86919, convex_area =  15617.00000, extent =      0.77641, type = C
+    area =  17313.00000, perimeter =    531.98401, major_axis_length =    225.53459, minor_axis_length =     98.44350, eccentricity =      0.89971, convex_area =  17582.00000, extent =      0.56988, type = C
+    area =   9763.00000, perimeter =    404.14600, major_axis_length =    169.18585, minor_axis_length =     74.55428, eccentricity =      0.89767, convex_area =  10047.00000, extent =      0.70870, type = O
+    area =  12822.00000, perimeter =    459.68100, major_axis_length =    190.30260, minor_axis_length =     87.41134, eccentricity =      0.88827, convex_area =  13167.00000, extent =      0.65592, type = O
+    area =  11752.00000, perimeter =    428.66101, major_axis_length =    172.25977, minor_axis_length =     89.06375, eccentricity =      0.85597, convex_area =  12082.00000, extent =      0.65000, type = O
+    area =  10697.00000, perimeter =    408.84399, major_axis_length =    163.87523, minor_axis_length =     84.58505, eccentricity =      0.85650, convex_area =  10995.00000, extent =      0.75811, type = O
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+    area =  12312.00000, perimeter =    447.71701, major_axis_length =    178.96074, minor_axis_length =     88.51752, eccentricity =      0.86911, convex_area =  12593.00000, extent =      0.61832, type = O
+    area =   9292.00000, perimeter =    414.11899, major_axis_length =    183.63971, minor_axis_length =     64.87107, eccentricity =      0.93553, convex_area =   9442.00000, extent =      0.50108, type = O
+    area =  10213.00000, perimeter =    430.04401, major_axis_length =    187.31439, minor_axis_length =     69.94136, eccentricity =      0.92767, convex_area =  10392.00000, extent =      0.56344, type = O
+    area =   9753.00000, perimeter =    402.57901, major_axis_length =    170.61418, minor_axis_length =     73.31348, eccentricity =      0.90297, convex_area =  10028.00000, extent =      0.56421, type = O
+    area =  11756.00000, perimeter =    438.77499, major_axis_length =    184.13535, minor_axis_length =     82.26664, eccentricity =      0.89465, convex_area =  11969.00000, extent =      0.65676, type = O
+    area =  12692.00000, perimeter =    456.79300, major_axis_length =    181.23282, minor_axis_length =     91.12804, eccentricity =      0.86439, convex_area =  13147.00000, extent =      0.78355, type = O
+    area =  11112.00000, perimeter =    429.65302, major_axis_length =    172.42714, minor_axis_length =     83.92387, eccentricity =      0.87356, convex_area =  11472.00000, extent =      0.60921, type = O
+    area =  14954.00000, perimeter =    501.85699, major_axis_length =    212.03777, minor_axis_length =     90.79552, eccentricity =      0.90368, convex_area =  15225.00000, extent =      0.81462, type = C
+    area =  16588.00000, perimeter =    519.55902, major_axis_length =    218.39445, minor_axis_length =     97.66686, eccentricity =      0.89443, convex_area =  16852.00000, extent =      0.64007, type = C
+    area =  12818.00000, perimeter =    439.95200, major_axis_length =    179.20169, minor_axis_length =     91.86772, eccentricity =      0.85860, convex_area =  13005.00000, extent =      0.62582, type = O
+    area =  14244.00000, perimeter =    488.06601, major_axis_length =    199.89989, minor_axis_length =     92.31540, eccentricity =      0.88698, convex_area =  14691.00000, extent =      0.61633, type = C
+    area =  14693.00000, perimeter =    484.56299, major_axis_length =    199.62000, minor_axis_length =     94.80761, eccentricity =      0.88002, convex_area =  15034.00000, extent =      0.60916, type = C
+    area =  16706.00000, perimeter =    533.62598, major_axis_length =    228.15617, minor_axis_length =     94.20754, eccentricity =      0.91077, convex_area =  17037.00000, extent =      0.63625, type = C
+    area =  12556.00000, perimeter =    437.91400, major_axis_length =    180.21121, minor_axis_length =     89.38488, eccentricity =      0.86832, convex_area =  12735.00000, extent =      0.71859, type = O
+    area =   8501.00000, perimeter =    371.02499, major_axis_length =    153.89626, minor_axis_length =     71.51191, eccentricity =      0.88548, convex_area =   8738.00000, extent =      0.63985, type = O
+    area =  12396.00000, perimeter =    443.15399, major_axis_length =    184.80183, minor_axis_length =     86.46866, eccentricity =      0.88378, convex_area =  12546.00000, extent =      0.58710, type = O
+    area =  10975.00000, perimeter =    420.52200, major_axis_length =    169.96675, minor_axis_length =     83.40964, eccentricity =      0.87131, convex_area =  11305.00000, extent =      0.68680, type = O
+    area =  10870.00000, perimeter =    414.27802, major_axis_length =    164.70441, minor_axis_length =     85.40578, eccentricity =      0.85505, convex_area =  11183.00000, extent =      0.66159, type = O
+    area =  13076.00000, perimeter =    450.34500, major_axis_length =    183.59694, minor_axis_length =     91.70959, eccentricity =      0.86630, convex_area =  13253.00000, extent =      0.67702, type = O
+    area =  12975.00000, perimeter =    458.54700, major_axis_length =    189.81834, minor_axis_length =     87.65503, eccentricity =      0.88699, convex_area =  13254.00000, extent =      0.70902, type = C
+    area =  11475.00000, perimeter =    447.48099, major_axis_length =    185.65427, minor_axis_length =     80.18083, eccentricity =      0.90193, convex_area =  11818.00000, extent =      0.75893, type = O
+    area =  12519.00000, perimeter =    455.40601, major_axis_length =    192.00218, minor_axis_length =     83.87215, eccentricity =      0.89954, convex_area =  12770.00000, extent =      0.67068, type = C
+    area =  14806.00000, perimeter =    497.85599, major_axis_length =    211.13350, minor_axis_length =     90.01241, eccentricity =      0.90457, convex_area =  15114.00000, extent =      0.65121, type = C
+    area =  14566.00000, perimeter =    498.02600, major_axis_length =    208.22543, minor_axis_length =     90.54054, eccentricity =      0.90052, convex_area =  14927.00000, extent =      0.56083, type = C
+    area =  13053.00000, perimeter =    480.95099, major_axis_length =    205.95242, minor_axis_length =     81.65559, eccentricity =      0.91804, convex_area =  13478.00000, extent =      0.68358, type = C
+    area =  14412.00000, perimeter =    490.32401, major_axis_length =    207.47614, minor_axis_length =     89.68951, eccentricity =      0.90174, convex_area =  14703.00000, extent =      0.59885, type = C
+    area =  16625.00000, perimeter =    535.98901, major_axis_length =    229.79359, minor_axis_length =     93.08962, eccentricity =      0.91427, convex_area =  16951.00000, extent =      0.65414, type = C
+    area =  11011.00000, perimeter =    414.30200, major_axis_length =    170.34660, minor_axis_length =     83.25295, eccentricity =      0.87244, convex_area =  11188.00000, extent =      0.72099, type = O
+    area =  11221.00000, perimeter =    418.56100, major_axis_length =    168.14250, minor_axis_length =     85.76485, eccentricity =      0.86013, convex_area =  11455.00000, extent =      0.76772, type = O
+    area =  10736.00000, perimeter =    416.79999, major_axis_length =    176.13525, minor_axis_length =     78.64362, eccentricity =      0.89479, convex_area =  10930.00000, extent =      0.79810, type = O
+    area =  13397.00000, perimeter =    474.86499, major_axis_length =    200.54626, minor_axis_length =     86.39674, eccentricity =      0.90244, convex_area =  13762.00000, extent =      0.69404, type = C
+    area =  12972.00000, perimeter =    467.38000, major_axis_length =    194.52908, minor_axis_length =     86.50668, eccentricity =      0.89568, convex_area =  13425.00000, extent =      0.77468, type = C
+    area =  11472.00000, perimeter =    420.25699, major_axis_length =    174.82526, minor_axis_length =     83.87502, eccentricity =      0.87740, convex_area =  11617.00000, extent =      0.74224, type = O
+    area =  11710.00000, perimeter =    424.49100, major_axis_length =    173.79004, minor_axis_length =     86.49895, eccentricity =      0.86734, convex_area =  11880.00000, extent =      0.73279, type = O
+    area =  14289.00000, perimeter =    502.81400, major_axis_length =    216.60838, minor_axis_length =     85.56938, eccentricity =      0.91866, convex_area =  14612.00000, extent =      0.54100, type = C
+    area =  12876.00000, perimeter =    448.44199, major_axis_length =    179.54050, minor_axis_length =     92.54550, eccentricity =      0.85692, convex_area =  13229.00000, extent =      0.70476, type = O
+    area =  13189.00000, perimeter =    482.36700, major_axis_length =    203.71744, minor_axis_length =     84.41487, eccentricity =      0.91011, convex_area =  13635.00000, extent =      0.59636, type = C
+    area =  14364.00000, perimeter =    497.12000, major_axis_length =    212.00835, minor_axis_length =     87.53480, eccentricity =      0.91078, convex_area =  14805.00000, extent =      0.64125, type = C
+    area =  10015.00000, perimeter =    402.45599, major_axis_length =    159.72668, minor_axis_length =     81.87761, eccentricity =      0.85862, convex_area =  10408.00000, extent =      0.60697, type = O
+    area =  14960.00000, perimeter =    482.14001, major_axis_length =    199.54398, minor_axis_length =     96.21820, eccentricity =      0.87607, convex_area =  15149.00000, extent =      0.61186, type = O
+    area =  12325.00000, perimeter =    454.04901, major_axis_length =    192.69505, minor_axis_length =     82.55291, eccentricity =      0.90358, convex_area =  12583.00000, extent =      0.78603, type = O
+    area =  12340.00000, perimeter =    456.39700, major_axis_length =    189.22507, minor_axis_length =     84.49088, eccentricity =      0.89478, convex_area =  12624.00000, extent =      0.63615, type = O
+    area =   9335.00000, perimeter =    388.80600, major_axis_length =    160.15616, minor_axis_length =     75.16480, eccentricity =      0.88303, convex_area =   9536.00000, extent =      0.62333, type = O
+    area =  10749.00000, perimeter =    412.42499, major_axis_length =    168.11682, minor_axis_length =     82.58827, eccentricity =      0.87102, convex_area =  11012.00000, extent =      0.70810, type = O
+    area =  11840.00000, perimeter =    432.38400, major_axis_length =    175.83688, minor_axis_length =     86.64778, eccentricity =      0.87016, convex_area =  12032.00000, extent =      0.62576, type = O
+    area =  12945.00000, perimeter =    454.67801, major_axis_length =    185.91017, minor_axis_length =     89.59597, eccentricity =      0.87621, convex_area =  13220.00000, extent =      0.65260, type = O
+    area =  11016.00000, perimeter =    404.35400, major_axis_length =    166.70659, minor_axis_length =     84.50535, eccentricity =      0.86200, convex_area =  11146.00000, extent =      0.76330, type = O
+    area =  11963.00000, perimeter =    432.29800, major_axis_length =    177.85712, minor_axis_length =     86.44563, eccentricity =      0.87394, convex_area =  12162.00000, extent =      0.80919, type = O
+    area =  12518.00000, perimeter =    473.38400, major_axis_length =    203.92206, minor_axis_length =     80.00767, eccentricity =      0.91982, convex_area =  12778.00000, extent =      0.68033, type = C
+    area =  11748.00000, perimeter =    446.69501, major_axis_length =    190.21332, minor_axis_length =     79.88956, eccentricity =      0.90752, convex_area =  11926.00000, extent =      0.80976, type = O
+    area =  10667.00000, perimeter =    411.74701, major_axis_length =    163.93025, minor_axis_length =     84.71981, eccentricity =      0.85610, convex_area =  10987.00000, extent =      0.66610, type = O
+    area =  11957.00000, perimeter =    441.88300, major_axis_length =    186.96121, minor_axis_length =     81.96999, eccentricity =      0.89876, convex_area =  12137.00000, extent =      0.77362, type = O
+    area =  13871.00000, perimeter =    496.57901, major_axis_length =    212.57080, minor_axis_length =     83.77424, eccentricity =      0.91907, convex_area =  14344.00000, extent =      0.52782, type = C
+    area =  11042.00000, perimeter =    430.76001, major_axis_length =    185.50810, minor_axis_length =     76.13742, eccentricity =      0.91189, convex_area =  11224.00000, extent =      0.67846, type = O
+    area =  16094.00000, perimeter =    509.97900, major_axis_length =    215.54759, minor_axis_length =     95.61666, eccentricity =      0.89623, convex_area =  16403.00000, extent =      0.75879, type = C
+    area =  12618.00000, perimeter =    457.89801, major_axis_length =    193.81572, minor_axis_length =     83.47736, eccentricity =      0.90249, convex_area =  12851.00000, extent =      0.58223, type = C
+    area =  12483.00000, perimeter =    440.61600, major_axis_length =    176.64351, minor_axis_length =     91.67731, eccentricity =      0.85478, convex_area =  12747.00000, extent =      0.62058, type = O
+    area =  13822.00000, perimeter =    491.66101, major_axis_length =    212.13541, minor_axis_length =     83.65462, eccentricity =      0.91896, convex_area =  14073.00000, extent =      0.65470, type = C
+    area =  11062.00000, perimeter =    411.10901, major_axis_length =    167.80319, minor_axis_length =     84.98283, eccentricity =      0.86227, convex_area =  11242.00000, extent =      0.82258, type = O
+    area =  10451.00000, perimeter =    419.69601, major_axis_length =    174.23369, minor_axis_length =     78.35890, eccentricity =      0.89316, convex_area =  10722.00000, extent =      0.58687, type = O
+    area =  14944.00000, perimeter =    490.04401, major_axis_length =    201.34654, minor_axis_length =     96.04632, eccentricity =      0.87889, convex_area =  15305.00000, extent =      0.61066, type = C
+    area =   8546.00000, perimeter =    388.58099, major_axis_length =    172.51996, minor_axis_length =     63.34475, eccentricity =      0.93015, convex_area =   8685.00000, extent =      0.73546, type = O
+    area =  15926.00000, perimeter =    522.73999, major_axis_length =    225.73605, minor_axis_length =     91.05709, eccentricity =      0.91503, convex_area =  16240.00000, extent =      0.77977, type = C
+    area =  13200.00000, perimeter =    477.85101, major_axis_length =    202.59695, minor_axis_length =     83.68837, eccentricity =      0.91070, convex_area =  13585.00000, extent =      0.64140, type = C
+    area =  16862.00000, perimeter =    519.47101, major_axis_length =    219.65996, minor_axis_length =     98.39157, eccentricity =      0.89407, convex_area =  17104.00000, extent =      0.61227, type = C
+    area =  10683.00000, perimeter =    408.28201, major_axis_length =    170.34517, minor_axis_length =     80.44706, eccentricity =      0.88146, convex_area =  10845.00000, extent =      0.68834, type = O
+    area =  13921.00000, perimeter =    486.38800, major_axis_length =    203.18417, minor_axis_length =     88.83796, eccentricity =      0.89935, convex_area =  14334.00000, extent =      0.58019, type = C
+    area =  13524.00000, perimeter =    487.46899, major_axis_length =    208.15343, minor_axis_length =     83.61427, eccentricity =      0.91577, convex_area =  13830.00000, extent =      0.63792, type = C
+    area =   9424.00000, perimeter =    387.97400, major_axis_length =    154.51094, minor_axis_length =     79.71232, eccentricity =      0.85665, convex_area =   9633.00000, extent =      0.60453, type = O
+    area =  10579.00000, perimeter =    405.12201, major_axis_length =    167.29333, minor_axis_length =     81.34565, eccentricity =      0.87382, convex_area =  10750.00000, extent =      0.79637, type = O
+    area =  15552.00000, perimeter =    492.98199, major_axis_length =    198.20627, minor_axis_length =    101.64401, eccentricity =      0.85850, convex_area =  15936.00000, extent =      0.62745, type = C
+    area =  12437.00000, perimeter =    434.67200, major_axis_length =    174.96619, minor_axis_length =     91.87350, eccentricity =      0.85104, convex_area =  12670.00000, extent =      0.72863, type = O
+    area =  11634.00000, perimeter =    427.10501, major_axis_length =    171.32634, minor_axis_length =     88.26649, eccentricity =      0.85707, convex_area =  11967.00000, extent =      0.70969, type = O
+    area =  14620.00000, perimeter =    493.94400, major_axis_length =    212.26605, minor_axis_length =     88.77168, eccentricity =      0.90835, convex_area =  14931.00000, extent =      0.72419, type = C
+    area =  10469.00000, perimeter =    423.78500, major_axis_length =    177.03677, minor_axis_length =     76.73817, eccentricity =      0.90117, convex_area =  10859.00000, extent =      0.57021, type = O
diff --git a/cmake-build-relwithdebinfo/run_0/regress.stt b/cmake-build-relwithdebinfo/run_0/regress.stt
index 82cad24..bc654dc 100644
--- a/cmake-build-relwithdebinfo/run_0/regress.stt
+++ b/cmake-build-relwithdebinfo/run_0/regress.stt
@@ -1,16 +1,16 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9605	0.9982	0.0000	16.650	3.232	82	6	32	5	0.9605	0.9982	0.0000	16.650	3.232	82	6	32	5	
-1	0	0.9954	0.9986	0.0000	15.101	3.184	7	2	12	5	0.9780	0.9986	0.0000	15.876	3.208	7	2	32	5	
-2	0	0.9892	0.9986	0.0000	14.465	3.191	7	2	33	8	0.9817	0.9986	0.0000	15.405	3.203	7	2	32	5	
-3	0	0.9954	0.9986	0.0000	13.650	3.195	7	2	40	6	0.9851	0.9986	0.0000	14.967	3.201	7	2	32	5	
-4	0	0.9967	0.9986	0.0000	12.941	3.116	7	2	51	8	0.9874	0.9986	0.0000	14.562	3.184	7	2	32	5	
-5	0	0.9967	0.9986	0.0000	11.946	3.217	7	2	69	16	0.9890	0.9986	0.0000	14.126	3.189	7	2	32	5	
-6	0	0.9879	0.9986	0.0000	11.283	3.120	7	2	30	7	0.9888	0.9986	0.0000	13.719	3.179	7	2	32	5	
-7	0	0.9942	0.9986	0.0000	10.152	2.979	7	2	30	8	0.9895	0.9986	0.0000	13.274	3.154	7	2	32	5	
-8	0	0.9954	0.9986	0.0000	10.065	2.958	7	2	38	7	0.9902	0.9986	0.0000	12.917	3.132	7	2	32	5	
-9	0	0.9967	0.9986	0.0000	9.855	2.990	7	2	20	6	0.9908	0.9986	0.0000	12.611	3.118	7	2	32	5	
-10	0	0.9967	0.9986	0.0000	9.607	3.034	7	2	16	6	0.9913	0.9986	0.0000	12.338	3.111	7	2	32	5	
-11	0	0.9979	0.9986	0.9875	9.188	3.030	7	2	13	5	0.9919	0.9986	0.0000	12.075	3.104	7	2	32	5	
-12	0	0.9978	0.9986	0.9000	8.529	2.896	7	2	48	10	0.9923	0.9986	0.0000	11.803	3.088	7	2	32	5	
-13	0	0.9979	0.9986	0.9979	9.008	3.025	7	2	3	1	0.9927	0.9986	0.0000	11.603	3.083	7	2	32	5	
-14	0	0.9979	0.9986	0.9976	9.181	2.970	7	2	24	6	0.9931	0.9986	0.0000	11.441	3.076	7	2	32	5	
+0	0	0.9593	0.9987	0.0000	17.860	3.394	20	4	44	5	0.9593	0.9987	0.0000	17.860	3.394	20	4	44	5	
+1	0	0.9917	0.9987	0.0000	15.285	3.325	20	4	55	8	0.9755	0.9987	0.0000	16.573	3.359	20	4	44	5	
+2	0	0.9942	0.9987	0.0000	15.000	3.442	18	4	56	7	0.9817	0.9987	0.0000	16.048	3.387	18	4	44	5	
+3	0	0.9930	0.9987	0.0000	12.755	3.170	18	4	73	8	0.9845	0.9987	0.0000	15.225	3.333	18	4	44	5	
+4	0	0.9942	0.9987	0.0000	12.265	3.204	18	4	87	9	0.9865	0.9987	0.0000	14.633	3.307	18	4	44	5	
+5	0	0.9967	0.9987	0.0000	11.469	3.156	18	4	33	7	0.9882	0.9987	0.0000	14.106	3.282	18	4	44	5	
+6	0	0.9967	0.9987	0.0000	11.094	3.027	18	4	53	10	0.9894	0.9987	0.0000	13.675	3.246	18	4	44	5	
+7	0	0.9955	0.9987	0.0000	10.271	2.942	18	4	63	9	0.9901	0.9987	0.0000	13.250	3.208	18	4	44	5	
+8	0	0.9955	0.9987	0.0000	9.752	2.857	18	4	84	7	0.9907	0.9987	0.0000	12.861	3.169	18	4	44	5	
+9	0	0.9967	0.9987	0.0000	9.981	2.953	18	4	16	8	0.9913	0.9987	0.0000	12.573	3.147	18	4	44	5	
+10	0	0.9917	0.9987	0.0000	9.069	2.777	18	4	33	8	0.9914	0.9987	0.0000	12.255	3.114	18	4	44	5	
+11	0	0.9955	0.9987	0.0000	8.331	2.696	18	4	38	9	0.9917	0.9987	0.0000	11.928	3.079	18	4	44	5	
+12	0	0.9979	0.9987	0.9974	7.560	2.623	18	4	17	5	0.9922	0.9987	0.0000	11.592	3.044	18	4	44	5	
+13	0	0.9979	0.9987	0.9978	7.740	2.712	18	4	9	3	0.9926	0.9987	0.0000	11.317	3.020	18	4	44	5	
+14	0	0.9979	0.9987	0.9975	6.879	2.541	18	4	11	4	0.9930	0.9987	0.0000	11.021	2.988	18	4	44	5	
diff --git a/cmake-build-relwithdebinfo/run_0/regress.sys b/cmake-build-relwithdebinfo/run_0/regress.sys
index 63a0d7f..e84b8bc 100644
--- a/cmake-build-relwithdebinfo/run_0/regress.sys
+++ b/cmake-build-relwithdebinfo/run_0/regress.sys
@@ -14,37 +14,37 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 20.
+    no random number seed specfied; using 275.
 creating initial population(s):
-    1103 trees were generated to fill the population of 800 (800 trees).
+    1101 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 2.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 4.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
-=== generation 5.
+=== generation 4.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 8.
     evaluation complete.  (0s wall)
@@ -53,13 +53,13 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 11.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 12.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 13.
     evaluation complete.  (0s wall)
@@ -67,3 +67,29 @@ no checkpointing will be done.
 === generation 14.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      3944515
+               freed:      3896515
+           not freed:      48000
+       max allocated:      456221
+    malloc'ed blocks:      50968
+   realloc'ed blocks:      7
+      free'ed blocks:      50962
+
+------- time -------
+             overall:      5s wall
+          evaluation:      4s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1716
+               freed:      1716
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_1/regress.bst b/cmake-build-relwithdebinfo/run_1/regress.bst
index e5cec81..029f18c 100644
--- a/cmake-build-relwithdebinfo/run_1/regress.bst
+++ b/cmake-build-relwithdebinfo/run_1/regress.bst
@@ -1,18 +1,30 @@
 === BEST-OF-RUN ===
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 TREE-equ:
-y = (eccentricity + -0.89188)
+y = ((((perimeter - area) / ((major / eccentricity) - (eccentricity / extent))) + (exp(exp(log(extent))) - ((eccentricity + minor) * (minor - -0.86362)))) + ((((area - extent) + exp(eccentricity)) / log(log(perimeter))) - (((eccentricity / major) * (extent / major)) - ((perimeter * eccentricity) * (extent / 0.46162)))))
diff --git a/cmake-build-relwithdebinfo/run_1/regress.fn b/cmake-build-relwithdebinfo/run_1/regress.fn
index 2fc054f..8d0f233 100644
--- a/cmake-build-relwithdebinfo/run_1/regress.fn
+++ b/cmake-build-relwithdebinfo/run_1/regress.fn
@@ -1,12 +1,24 @@
-Hits: 2195, Total Size: 2810, Percent Hit: 78.113879
-CC: 863
-CO: 248
-OO: 1332
-OC: 367
-Fitness: 0.998753
-Hits: 801
+Hits: 2109, Total Size: 2810, Percent Hit: 75.053381
+CC: 806
+CO: 329
+OO: 1303
+OC: 372
+Fitness: 0.998667
+Hits: 749
 
 
-y = (eccentricity + -0.89188)
+y = ((((perimeter - area) / ((major / eccentricity) - (eccentricity / extent))) + (exp(exp(log(extent))) - ((eccentricity + minor) * (minor - -0.86362)))) + ((((area - extent) + exp(eccentricity)) / log(log(perimeter))) - (((eccentricity / major) * (extent / major)) - ((perimeter * eccentricity) * (extent / 0.46162)))))
 
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
diff --git a/cmake-build-relwithdebinfo/run_1/regress.his b/cmake-build-relwithdebinfo/run_1/regress.his
index dd0994b..489ffd0 100644
--- a/cmake-build-relwithdebinfo/run_1/regress.his
+++ b/cmake-build-relwithdebinfo/run_1/regress.his
@@ -1,603 +1,451 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 11
-                   depth: 3
-                    hits: 537
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 537
-             raw fitness: 537.0000
-    standardized fitness: 537.0000
-        adjusted fitness: 0.9981
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (/ (log (+ extent 0.44072))
-    (* (log major)
-       (- -0.40192 perimeter)))
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 1
-              generation: 1
-                   nodes: 16
-                   depth: 4
-                    hits: 577
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 577
-             raw fitness: 577.0000
-    standardized fitness: 577.0000
-        adjusted fitness: 0.9983
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (* extent
-            (+ -0.98794 eccentricity)))
-    (/ (exp (- area eccentricity))
-       (log (+ 0.41994 extent))))
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 1
-                   nodes: 16
-                   depth: 4
-                    hits: 577
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 577
-             raw fitness: 577.0000
-    standardized fitness: 577.0000
-        adjusted fitness: 0.9983
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (log (* extent
-            (+ -0.98794 eccentricity)))
-    (/ (exp (- area eccentricity))
-       (log (+ 0.41994 extent))))
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 0
+                   nodes: 57
+                   depth: 5
+                    hits: 748
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 748
+             raw fitness: 748.0000
+    standardized fitness: 748.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (/ (log area)
+             (+ extent extent))
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (/ (- perimeter perimeter)
+             (- major perimeter))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
+              generation: 8
+                   nodes: 51
+                   depth: 6
+                    hits: 749
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
+                    hits: 749
+             raw fitness: 749.0000
+    standardized fitness: 749.0000
+        adjusted fitness: 0.9987
 TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 15
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 16
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 17
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 18
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 19
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 20
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 21
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 22
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 23
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 24
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 25
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 26
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 27
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 28
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 29
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 30
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 31
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 32
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 33
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
-=== BEST-OF-RUN ===
-      current generation: 34
-              generation: 3
-                   nodes: 3
-                   depth: 1
-                    hits: 801
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 801
-             raw fitness: 801.0000
-    standardized fitness: 801.0000
-        adjusted fitness: 0.9988
-TREE:
- (+ eccentricity -0.89188)
+ (+ (+ (/ (- perimeter area)
+          (- (/ major eccentricity)
+             (/ eccentricity extent)))
+       (- (exp (exp (log extent)))
+          (* (+ eccentricity minor)
+             (- minor -0.86362))))
+    (- (/ (+ (- area extent)
+             (exp eccentricity))
+          (log (log perimeter)))
+       (- (* (/ eccentricity major)
+             (/ extent major))
+          (* (* perimeter eccentricity)
+             (/ extent 0.46162)))))
diff --git a/cmake-build-relwithdebinfo/run_1/regress.prg b/cmake-build-relwithdebinfo/run_1/regress.prg
index ef5a87d..b9f07ea 100644
--- a/cmake-build-relwithdebinfo/run_1/regress.prg
+++ b/cmake-build-relwithdebinfo/run_1/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  14741.00000, perimeter =    497.22501, major_axis_length =    212.46336, minor_axis_length =     89.45373, eccentricity =      0.90705, convex_area =  15036.00000, extent =      0.55371, type = C
-    area =  14817.00000, perimeter =    502.64401, major_axis_length =    214.59085, minor_axis_length =     89.05412, eccentricity =      0.90982, convex_area =  15275.00000, extent =      0.79799, type = C
-    area =  10950.00000, perimeter =    412.33401, major_axis_length =    166.30606, minor_axis_length =     85.29817, eccentricity =      0.85845, convex_area =  11172.00000, extent =      0.77605, type = O
-    area =  13014.00000, perimeter =    459.55701, major_axis_length =    193.65952, minor_axis_length =     86.19819, eccentricity =      0.89548, convex_area =  13253.00000, extent =      0.67507, type = C
-    area =  11732.00000, perimeter =    441.12299, major_axis_length =    176.48349, minor_axis_length =     86.19247, eccentricity =      0.87263, convex_area =  12076.00000, extent =      0.63747, type = O
-    area =  12244.00000, perimeter =    455.27499, major_axis_length =    192.50739, minor_axis_length =     81.42862, eccentricity =      0.90613, convex_area =  12480.00000, extent =      0.57524, type = C
-    area =  11151.00000, perimeter =    438.26199, major_axis_length =    191.60088, minor_axis_length =     74.84743, eccentricity =      0.92054, convex_area =  11325.00000, extent =      0.66597, type = C
-    area =  13780.00000, perimeter =    497.42801, major_axis_length =    221.72290, minor_axis_length =     79.95213, eccentricity =      0.93272, convex_area =  14010.00000, extent =      0.55078, type = C
-    area =  16005.00000, perimeter =    518.89301, major_axis_length =    221.21553, minor_axis_length =     93.13296, eccentricity =      0.90706, convex_area =  16343.00000, extent =      0.55104, type = C
-    area =  15087.00000, perimeter =    510.60501, major_axis_length =    218.17435, minor_axis_length =     89.15250, eccentricity =      0.91270, convex_area =  15506.00000, extent =      0.54950, type = C
-    area =  13355.00000, perimeter =    466.31601, major_axis_length =    193.72868, minor_axis_length =     88.69730, eccentricity =      0.88903, convex_area =  13597.00000, extent =      0.60542, type = O
-    area =  10296.00000, perimeter =    415.75101, major_axis_length =    172.33287, minor_axis_length =     77.06075, eccentricity =      0.89445, convex_area =  10514.00000, extent =      0.61089, type = O
-    area =  13439.00000, perimeter =    477.75000, major_axis_length =    199.38161, minor_axis_length =     87.62737, eccentricity =      0.89824, convex_area =  13852.00000, extent =      0.75124, type = C
-    area =  12437.00000, perimeter =    462.72699, major_axis_length =    193.92091, minor_axis_length =     83.32165, eccentricity =      0.90299, convex_area =  12841.00000, extent =      0.57595, type = O
-    area =  11108.00000, perimeter =    416.83401, major_axis_length =    166.33659, minor_axis_length =     86.45924, eccentricity =      0.85430, convex_area =  11420.00000, extent =      0.68001, type = O
-    area =  10457.00000, perimeter =    402.06299, major_axis_length =    157.96170, minor_axis_length =     85.70411, eccentricity =      0.84002, convex_area =  10719.00000, extent =      0.67709, type = O
-    area =  12317.00000, perimeter =    442.81000, major_axis_length =    179.33533, minor_axis_length =     88.76385, eccentricity =      0.86892, convex_area =  12589.00000, extent =      0.66061, type = O
-    area =  14520.00000, perimeter =    496.02100, major_axis_length =    208.42570, minor_axis_length =     90.74639, eccentricity =      0.90024, convex_area =  14930.00000, extent =      0.59096, type = C
-    area =  12416.00000, perimeter =    447.96301, major_axis_length =    187.29955, minor_axis_length =     85.39175, eccentricity =      0.89003, convex_area =  12660.00000, extent =      0.62058, type = O
-    area =  11285.00000, perimeter =    425.75500, major_axis_length =    175.42439, minor_axis_length =     82.95139, eccentricity =      0.88114, convex_area =  11525.00000, extent =      0.75028, type = O
-    area =  13176.00000, perimeter =    458.34299, major_axis_length =    193.33739, minor_axis_length =     87.44839, eccentricity =      0.89186, convex_area =  13368.00000, extent =      0.64067, type = C
-    area =  14750.00000, perimeter =    484.15201, major_axis_length =    201.24701, minor_axis_length =     94.85915, eccentricity =      0.88194, convex_area =  14967.00000, extent =      0.78067, type = C
-    area =  13700.00000, perimeter =    455.62500, major_axis_length =    185.95854, minor_axis_length =     94.56549, eccentricity =      0.86104, convex_area =  13893.00000, extent =      0.61452, type = O
-    area =  11243.00000, perimeter =    419.02701, major_axis_length =    168.20508, minor_axis_length =     86.01402, eccentricity =      0.85936, convex_area =  11421.00000, extent =      0.63765, type = O
-    area =  11122.00000, perimeter =    410.98700, major_axis_length =    165.03632, minor_axis_length =     87.14314, eccentricity =      0.84923, convex_area =  11379.00000, extent =      0.71386, type = O
-    area =  13424.00000, perimeter =    461.46899, major_axis_length =    186.50674, minor_axis_length =     92.67175, eccentricity =      0.86782, convex_area =  13702.00000, extent =      0.67552, type = C
-    area =  11915.00000, perimeter =    433.28400, major_axis_length =    178.52290, minor_axis_length =     86.50726, eccentricity =      0.87475, convex_area =  12101.00000, extent =      0.62631, type = O
-    area =  13635.00000, perimeter =    455.54599, major_axis_length =    189.43158, minor_axis_length =     92.07764, eccentricity =      0.87392, convex_area =  13785.00000, extent =      0.74852, type = O
-    area =  13385.00000, perimeter =    477.92999, major_axis_length =    199.84268, minor_axis_length =     87.04651, eccentricity =      0.90015, convex_area =  13656.00000, extent =      0.56591, type = C
-    area =  14712.00000, perimeter =    496.03601, major_axis_length =    212.73993, minor_axis_length =     89.09264, eccentricity =      0.90808, convex_area =  14925.00000, extent =      0.73395, type = C
-    area =  14269.00000, perimeter =    501.04001, major_axis_length =    214.66936, minor_axis_length =     85.64316, eccentricity =      0.91697, convex_area =  14733.00000, extent =      0.70001, type = C
-    area =  10171.00000, perimeter =    400.44400, major_axis_length =    165.21347, minor_axis_length =     79.21732, eccentricity =      0.87755, convex_area =  10339.00000, extent =      0.62334, type = O
-    area =  13450.00000, perimeter =    465.39801, major_axis_length =    193.37497, minor_axis_length =     89.50690, eccentricity =      0.88643, convex_area =  13661.00000, extent =      0.61579, type = C
-    area =  11797.00000, perimeter =    451.95999, major_axis_length =    195.59366, minor_axis_length =     77.40121, eccentricity =      0.91837, convex_area =  11988.00000, extent =      0.57015, type = C
-    area =  11901.00000, perimeter =    436.14099, major_axis_length =    174.57289, minor_axis_length =     88.44688, eccentricity =      0.86215, convex_area =  12172.00000, extent =      0.58310, type = O
-    area =  13362.00000, perimeter =    460.07001, major_axis_length =    186.35324, minor_axis_length =     92.15919, eccentricity =      0.86915, convex_area =  13612.00000, extent =      0.74102, type = O
-    area =  11802.00000, perimeter =    430.05200, major_axis_length =    175.27475, minor_axis_length =     86.66317, eccentricity =      0.86921, convex_area =  12024.00000, extent =      0.62126, type = O
-    area =  14570.00000, perimeter =    469.98199, major_axis_length =    185.40146, minor_axis_length =    100.88792, eccentricity =      0.83898, convex_area =  14895.00000, extent =      0.65454, type = C
-    area =  13032.00000, perimeter =    459.63101, major_axis_length =    186.47350, minor_axis_length =     90.25482, eccentricity =      0.87506, convex_area =  13247.00000, extent =      0.80049, type = O
-    area =  10191.00000, perimeter =    419.57901, major_axis_length =    174.73424, minor_axis_length =     75.53467, eccentricity =      0.90174, convex_area =  10470.00000, extent =      0.62733, type = O
-    area =   9862.00000, perimeter =    396.86200, major_axis_length =    166.76166, minor_axis_length =     75.71849, eccentricity =      0.89098, convex_area =  10064.00000, extent =      0.64039, type = O
-    area =  12386.00000, perimeter =    467.85001, major_axis_length =    201.90131, minor_axis_length =     79.30883, eccentricity =      0.91962, convex_area =  12679.00000, extent =      0.79184, type = C
-    area =  15691.00000, perimeter =    511.84900, major_axis_length =    213.61217, minor_axis_length =     94.91935, eccentricity =      0.89585, convex_area =  16124.00000, extent =      0.65915, type = C
-    area =  13457.00000, perimeter =    483.61401, major_axis_length =    211.01250, minor_axis_length =     81.87440, eccentricity =      0.92166, convex_area =  13763.00000, extent =      0.67312, type = C
-    area =  11502.00000, perimeter =    425.95599, major_axis_length =    173.27319, minor_axis_length =     85.45619, eccentricity =      0.86992, convex_area =  11776.00000, extent =      0.63758, type = O
-    area =  14625.00000, perimeter =    492.95200, major_axis_length =    206.58922, minor_axis_length =     91.43079, eccentricity =      0.89673, convex_area =  14972.00000, extent =      0.73953, type = C
-    area =  13013.00000, perimeter =    470.95599, major_axis_length =    197.69464, minor_axis_length =     84.80590, eccentricity =      0.90332, convex_area =  13376.00000, extent =      0.57564, type = C
-    area =  11023.00000, perimeter =    416.89200, major_axis_length =    163.01917, minor_axis_length =     88.59202, eccentricity =      0.83944, convex_area =  11343.00000, extent =      0.71070, type = O
-    area =  11961.00000, perimeter =    448.56500, major_axis_length =    189.18015, minor_axis_length =     81.78645, eccentricity =      0.90172, convex_area =  12275.00000, extent =      0.75340, type = O
-    area =  14439.00000, perimeter =    492.32300, major_axis_length =    205.41563, minor_axis_length =     91.42163, eccentricity =      0.89550, convex_area =  14867.00000, extent =      0.78082, type = C
-    area =  12293.00000, perimeter =    442.05200, major_axis_length =    180.37218, minor_axis_length =     88.52131, eccentricity =      0.87129, convex_area =  12607.00000, extent =      0.60207, type = O
-    area =  11329.00000, perimeter =    419.40500, major_axis_length =    173.39046, minor_axis_length =     84.34583, eccentricity =      0.87371, convex_area =  11560.00000, extent =      0.80325, type = O
-    area =  10365.00000, perimeter =    416.33899, major_axis_length =    169.58658, minor_axis_length =     79.64149, eccentricity =      0.88287, convex_area =  10684.00000, extent =      0.59296, type = O
-    area =  14349.00000, perimeter =    496.94601, major_axis_length =    213.54402, minor_axis_length =     86.16077, eccentricity =      0.91499, convex_area =  14678.00000, extent =      0.66684, type = C
-    area =  12770.00000, perimeter =    458.30200, major_axis_length =    196.63278, minor_axis_length =     83.19528, eccentricity =      0.90608, convex_area =  12949.00000, extent =      0.60287, type = C
-    area =  12544.00000, perimeter =    437.26901, major_axis_length =    175.67209, minor_axis_length =     91.52435, eccentricity =      0.85356, convex_area =  12753.00000, extent =      0.78814, type = O
-    area =  11990.00000, perimeter =    416.75299, major_axis_length =    166.58202, minor_axis_length =     91.98354, eccentricity =      0.83372, convex_area =  12145.00000, extent =      0.66170, type = O
-    area =  11493.00000, perimeter =    447.15399, major_axis_length =    185.53111, minor_axis_length =     79.75233, eccentricity =      0.90290, convex_area =  11801.00000, extent =      0.57009, type = C
-    area =  12291.00000, perimeter =    440.95700, major_axis_length =    186.18777, minor_axis_length =     84.68074, eccentricity =      0.89059, convex_area =  12476.00000, extent =      0.73017, type = C
-    area =  17313.00000, perimeter =    531.98401, major_axis_length =    225.53459, minor_axis_length =     98.44350, eccentricity =      0.89971, convex_area =  17582.00000, extent =      0.56988, type = C
-    area =  11462.00000, perimeter =    424.55701, major_axis_length =    175.42000, minor_axis_length =     84.14052, eccentricity =      0.87746, convex_area =  11650.00000, extent =      0.79825, type = O
-    area =  11445.00000, perimeter =    426.18100, major_axis_length =    172.97737, minor_axis_length =     86.00354, eccentricity =      0.86764, convex_area =  11734.00000, extent =      0.61138, type = O
-    area =  10956.00000, perimeter =    422.17200, major_axis_length =    178.35187, minor_axis_length =     79.15714, eccentricity =      0.89611, convex_area =  11131.00000, extent =      0.57313, type = O
-    area =  11740.00000, perimeter =    440.56400, major_axis_length =    181.20369, minor_axis_length =     83.45518, eccentricity =      0.88763, convex_area =  12030.00000, extent =      0.57901, type = O
-    area =  14965.00000, perimeter =    483.50800, major_axis_length =    203.52345, minor_axis_length =     94.31125, eccentricity =      0.88615, convex_area =  15151.00000, extent =      0.77555, type = C
-    area =  14509.00000, perimeter =    496.06601, major_axis_length =    211.13757, minor_axis_length =     88.72330, eccentricity =      0.90742, convex_area =  14836.00000, extent =      0.55830, type = C
-    area =  13337.00000, perimeter =    468.62100, major_axis_length =    196.77119, minor_axis_length =     87.31041, eccentricity =      0.89617, convex_area =  13598.00000, extent =      0.69442, type = C
-    area =  10728.00000, perimeter =    415.92700, major_axis_length =    169.27434, minor_axis_length =     81.99689, eccentricity =      0.87485, convex_area =  10996.00000, extent =      0.59310, type = O
-    area =  12590.00000, perimeter =    463.77600, major_axis_length =    197.37874, minor_axis_length =     82.68568, eccentricity =      0.90802, convex_area =  12880.00000, extent =      0.60654, type = O
-    area =  11342.00000, perimeter =    429.78101, major_axis_length =    179.13814, minor_axis_length =     81.86805, eccentricity =      0.88946, convex_area =  11532.00000, extent =      0.57894, type = O
-    area =   9746.00000, perimeter =    382.73700, major_axis_length =    154.09608, minor_axis_length =     81.20334, eccentricity =      0.84989, convex_area =   9935.00000, extent =      0.66753, type = O
-    area =  10463.00000, perimeter =    417.35699, major_axis_length =    177.17612, minor_axis_length =     76.04584, eccentricity =      0.90320, convex_area =  10681.00000, extent =      0.58322, type = O
-    area =  15833.00000, perimeter =    530.33502, major_axis_length =    225.22339, minor_axis_length =     91.51106, eccentricity =      0.91373, convex_area =  16337.00000, extent =      0.58641, type = C
-    area =  11810.00000, perimeter =    444.35199, major_axis_length =    187.80739, minor_axis_length =     80.46891, eccentricity =      0.90356, convex_area =  11977.00000, extent =      0.57308, type = O
-    area =  10182.00000, perimeter =    404.84900, major_axis_length =    168.11896, minor_axis_length =     77.88881, eccentricity =      0.88620, convex_area =  10369.00000, extent =      0.79274, type = O
-    area =  11462.00000, perimeter =    423.23499, major_axis_length =    171.58929, minor_axis_length =     85.72186, eccentricity =      0.86627, convex_area =  11712.00000, extent =      0.69467, type = O
-    area =  14195.00000, perimeter =    488.45999, major_axis_length =    203.51271, minor_axis_length =     89.95866, eccentricity =      0.89700, convex_area =  14555.00000, extent =      0.71735, type = C
-    area =  15705.00000, perimeter =    498.96399, major_axis_length =    208.54117, minor_axis_length =     96.63724, eccentricity =      0.88615, convex_area =  16009.00000, extent =      0.77365, type = C
-    area =  14504.00000, perimeter =    502.50699, major_axis_length =    212.24757, minor_axis_length =     87.93213, eccentricity =      0.91014, convex_area =  14895.00000, extent =      0.55342, type = C
-    area =  12501.00000, perimeter =    451.79901, major_axis_length =    192.73880, minor_axis_length =     83.19506, eccentricity =      0.90204, convex_area =  12687.00000, extent =      0.71882, type = O
-    area =  14115.00000, perimeter =    486.27200, major_axis_length =    207.55104, minor_axis_length =     87.78109, eccentricity =      0.90616, convex_area =  14422.00000, extent =      0.60082, type = C
-    area =  15739.00000, perimeter =    525.00098, major_axis_length =    228.24460, minor_axis_length =     88.84927, eccentricity =      0.92112, convex_area =  15978.00000, extent =      0.57324, type = C
-    area =  10289.00000, perimeter =    406.53799, major_axis_length =    170.24397, minor_axis_length =     77.37798, eccentricity =      0.89074, convex_area =  10522.00000, extent =      0.62441, type = O
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diff --git a/cmake-build-relwithdebinfo/run_1/regress.stt b/cmake-build-relwithdebinfo/run_1/regress.stt
index 58a42ae..5fcb7e4 100644
--- a/cmake-build-relwithdebinfo/run_1/regress.stt
+++ b/cmake-build-relwithdebinfo/run_1/regress.stt
@@ -1,36 +1,16 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9544	0.9981	0.0000	18.114	3.364	11	3	58	6	0.9544	0.9981	0.0000	18.114	3.364	11	3	58	6	
-1	0	0.9868	0.9983	0.0000	15.261	3.331	16	4	70	6	0.9706	0.9983	0.0000	16.688	3.348	16	4	58	6	
-2	0	0.9881	0.9983	0.0000	14.450	3.326	16	4	25	6	0.9764	0.9983	0.0000	15.942	3.340	16	4	58	6	
-3	0	0.9956	0.9988	0.0000	13.054	3.257	3	1	20	5	0.9812	0.9988	0.0000	15.220	3.320	3	1	58	6	
-4	0	0.9968	0.9988	0.0000	12.758	3.309	3	1	40	6	0.9843	0.9988	0.0000	14.727	3.317	3	1	58	6	
-5	0	0.9918	0.9988	0.0000	11.625	3.167	3	1	28	9	0.9856	0.9988	0.0000	14.210	3.292	3	1	58	6	
-6	0	0.9881	0.9988	0.0000	12.210	3.248	3	1	15	5	0.9859	0.9988	0.0000	13.924	3.286	3	1	58	6	
-7	0	0.9931	0.9988	0.0000	11.544	3.232	3	1	65	9	0.9868	0.9988	0.0000	13.627	3.279	3	1	58	6	
-8	0	0.9968	0.9988	0.0000	10.786	3.216	3	1	34	7	0.9879	0.9988	0.0000	13.311	3.272	3	1	58	6	
-9	0	0.9968	0.9988	0.0000	9.706	3.033	3	1	13	6	0.9888	0.9988	0.0000	12.951	3.248	3	1	58	6	
-10	0	0.9968	0.9988	0.0000	9.656	3.055	3	1	43	9	0.9895	0.9988	0.0000	12.651	3.231	3	1	58	6	
-11	0	0.9968	0.9988	0.0000	8.935	2.906	3	1	55	11	0.9901	0.9988	0.0000	12.342	3.204	3	1	58	6	
-12	0	0.9968	0.9988	0.0000	8.574	2.942	3	1	15	6	0.9907	0.9988	0.0000	12.052	3.184	3	1	58	6	
-13	0	0.9968	0.9988	0.0000	8.414	2.916	3	1	9	5	0.9911	0.9988	0.0000	11.792	3.165	3	1	58	6	
-14	0	0.9968	0.9988	0.0000	8.229	2.789	3	1	22	8	0.9915	0.9988	0.0000	11.554	3.139	3	1	58	6	
-15	0	0.9968	0.9988	0.0000	7.558	2.684	3	1	34	9	0.9918	0.9988	0.0000	11.305	3.111	3	1	58	6	
-16	0	0.9981	0.9988	0.9979	7.357	2.620	3	1	4	3	0.9922	0.9988	0.0000	11.072	3.082	3	1	58	6	
-17	0	0.9968	0.9988	0.0000	6.754	2.456	3	1	40	8	0.9924	0.9988	0.0000	10.832	3.047	3	1	58	6	
-18	0	0.9981	0.9988	0.9979	6.611	2.426	3	1	3	1	0.9927	0.9988	0.0000	10.610	3.015	3	1	58	6	
-19	0	0.9968	0.9988	0.0000	6.126	2.309	3	1	19	7	0.9929	0.9988	0.0000	10.386	2.979	3	1	58	6	
-20	0	0.9968	0.9988	0.0000	5.856	2.223	3	1	9	4	0.9931	0.9988	0.0000	10.170	2.943	3	1	58	6	
-21	0	0.9968	0.9988	0.0000	5.569	2.123	3	1	6	2	0.9933	0.9988	0.0000	9.961	2.906	3	1	58	6	
-22	0	0.9968	0.9988	0.0000	5.465	2.120	3	1	20	6	0.9934	0.9988	0.0000	9.766	2.872	3	1	58	6	
-23	0	0.9981	0.9988	0.9979	5.545	2.186	3	1	12	5	0.9936	0.9988	0.0000	9.590	2.843	3	1	58	6	
-24	0	0.9981	0.9988	0.9979	5.603	2.178	3	1	23	5	0.9938	0.9988	0.0000	9.430	2.817	3	1	58	6	
-25	0	0.9980	0.9988	0.9979	5.374	2.042	3	1	7	3	0.9940	0.9988	0.0000	9.274	2.787	3	1	58	6	
-26	0	0.9981	0.9988	0.9979	5.349	2.025	3	1	23	10	0.9941	0.9988	0.0000	9.129	2.759	3	1	58	6	
-27	0	0.9956	0.9988	0.0000	5.519	2.099	3	1	14	6	0.9942	0.9988	0.0000	9.000	2.735	3	1	58	6	
-28	0	0.9981	0.9988	0.9979	5.566	2.159	3	1	4	2	0.9943	0.9988	0.0000	8.882	2.715	3	1	58	6	
-29	0	0.9981	0.9988	0.9979	5.178	2.010	3	1	3	1	0.9944	0.9988	0.0000	8.758	2.692	3	1	58	6	
-30	0	0.9981	0.9988	0.9979	5.070	1.972	3	1	3	1	0.9945	0.9988	0.0000	8.639	2.669	3	1	58	6	
-31	0	0.9956	0.9988	0.0000	4.793	1.875	3	1	7	3	0.9946	0.9988	0.0000	8.519	2.644	3	1	58	6	
-32	0	0.9981	0.9988	0.9979	4.832	1.849	3	1	15	5	0.9947	0.9988	0.0000	8.407	2.620	3	1	58	6	
-33	0	0.9981	0.9988	0.9979	4.848	1.840	3	1	3	1	0.9948	0.9988	0.0000	8.303	2.597	3	1	58	6	
-34	0	0.9968	0.9988	0.0000	4.829	1.869	3	1	9	4	0.9948	0.9988	0.0000	8.203	2.576	3	1	58	6	
+0	0	0.9456	0.9987	0.0000	18.444	3.417	57	5	36	6	0.9456	0.9987	0.0000	18.444	3.417	57	5	36	6	
+1	0	0.9918	0.9987	0.0000	15.206	3.399	57	5	47	7	0.9687	0.9987	0.0000	16.825	3.408	57	5	36	6	
+2	0	0.9930	0.9987	0.0000	14.435	3.441	57	5	40	10	0.9768	0.9987	0.0000	16.028	3.419	57	5	36	6	
+3	0	0.9843	0.9987	0.0000	13.533	3.416	57	5	31	6	0.9787	0.9987	0.0000	15.404	3.418	57	5	36	6	
+4	0	0.9918	0.9987	0.0000	12.904	3.340	57	5	79	9	0.9813	0.9987	0.0000	14.904	3.403	57	5	36	6	
+5	0	0.9918	0.9987	0.0000	12.473	3.312	57	5	28	8	0.9830	0.9987	0.0000	14.499	3.388	57	5	36	6	
+6	0	0.9930	0.9987	0.0000	13.155	3.438	57	5	47	8	0.9845	0.9987	0.0000	14.307	3.395	57	5	36	6	
+7	0	0.9968	0.9987	0.0000	12.844	3.306	57	5	39	10	0.9860	0.9987	0.0000	14.124	3.384	57	5	36	6	
+8	0	0.9918	0.9987	0.0000	12.506	3.255	51	6	23	7	0.9866	0.9987	0.0000	13.944	3.369	51	6	36	6	
+9	0	0.9967	0.9987	0.0000	11.299	3.051	51	6	18	6	0.9876	0.9987	0.0000	13.680	3.338	51	6	36	6	
+10	0	0.9955	0.9987	0.0000	10.785	2.981	51	6	20	6	0.9884	0.9987	0.0000	13.417	3.305	51	6	36	6	
+11	0	0.9955	0.9987	0.0000	10.707	2.970	51	6	38	6	0.9890	0.9987	0.0000	13.191	3.277	51	6	36	6	
+12	0	0.9968	0.9987	0.0000	10.350	2.940	51	6	24	7	0.9896	0.9987	0.0000	12.972	3.251	51	6	36	6	
+13	0	0.9943	0.9987	0.0000	10.134	2.950	51	6	18	7	0.9899	0.9987	0.0000	12.770	3.230	51	6	36	6	
+14	0	0.9943	0.9987	0.0000	10.001	2.956	51	6	15	4	0.9902	0.9987	0.0000	12.585	3.212	51	6	36	6	
diff --git a/cmake-build-relwithdebinfo/run_1/regress.sys b/cmake-build-relwithdebinfo/run_1/regress.sys
index 6960e44..cd7f967 100644
--- a/cmake-build-relwithdebinfo/run_1/regress.sys
+++ b/cmake-build-relwithdebinfo/run_1/regress.sys
@@ -14,9 +14,9 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 1566.
+    no random number seed specfied; using 156.
 creating initial population(s):
-    1093 trees were generated to fill the population of 800 (800 trees).
+    1070 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
@@ -29,37 +29,37 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 4.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 8.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 9.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 11.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 12.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 13.
     evaluation complete.  (0s wall)
@@ -67,63 +67,29 @@ no checkpointing will be done.
 === generation 14.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
-=== generation 15.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 16.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 17.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 18.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 19.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 20.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 21.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 22.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 23.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 24.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 25.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 26.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 27.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 28.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 29.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 30.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 31.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 32.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 33.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 34.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      4291487
+               freed:      4243487
+           not freed:      48000
+       max allocated:      459605
+    malloc'ed blocks:      51423
+   realloc'ed blocks:      7
+      free'ed blocks:      51417
+
+------- time -------
+             overall:      5s wall
+          evaluation:      5s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1746
+               freed:      1746
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_2/regress.bst b/cmake-build-relwithdebinfo/run_2/regress.bst
index 33f8799..e622860 100644
--- a/cmake-build-relwithdebinfo/run_2/regress.bst
+++ b/cmake-build-relwithdebinfo/run_2/regress.bst
@@ -1,18 +1,19 @@
 === BEST-OF-RUN ===
-              generation: 3
-                   nodes: 4
-                   depth: 2
-                    hits: 630
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (- -0.09343 eccentricity))
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
 TREE-equ:
-y = log((-0.09343 - eccentricity))
+y = (((0.18616 + area) * (-0.89142 + eccentricity)) - -0.48559)
diff --git a/cmake-build-relwithdebinfo/run_2/regress.fn b/cmake-build-relwithdebinfo/run_2/regress.fn
index 7cfb69c..3941f6a 100644
--- a/cmake-build-relwithdebinfo/run_2/regress.fn
+++ b/cmake-build-relwithdebinfo/run_2/regress.fn
@@ -1,12 +1,13 @@
-Hits: 2004, Total Size: 2810, Percent Hit: 71.316726
-CC: 415
-CO: 709
-OO: 1589
-OC: 97
-Fitness: 0.998415
-Hits: 630
+Hits: 2201, Total Size: 2810, Percent Hit: 78.327402
+CC: 879
+CO: 242
+OO: 1322
+OC: 367
+Fitness: 0.998748
+Hits: 798
 
 
-y = log((-0.09343 - eccentricity))
+y = (((0.18616 + area) * (-0.89142 + eccentricity)) - -0.48559)
 
- (log (- -0.09343 eccentricity))
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
diff --git a/cmake-build-relwithdebinfo/run_2/regress.his b/cmake-build-relwithdebinfo/run_2/regress.his
index 9f53a88..71a9264 100644
--- a/cmake-build-relwithdebinfo/run_2/regress.his
+++ b/cmake-build-relwithdebinfo/run_2/regress.his
@@ -1,218 +1,561 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 69
-                   depth: 6
-                    hits: 629
+                   nodes: 18
+                   depth: 4
+                    hits: 610
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 629
-             raw fitness: 629.0000
-    standardized fitness: 629.0000
+                    hits: 610
+             raw fitness: 610.0000
+    standardized fitness: 610.0000
         adjusted fitness: 0.9984
 TREE:
- (* (* (+ (+ (/ (log area)
-                (exp 0.82327))
-             (log (/ major major)))
-          (log (- (exp major)
-                  (- eccentricity -0.36580))))
-       (log (/ (log (+ convex major))
-               (log (+ area perimeter)))))
-    (/ (log (/ (- (* extent major)
-                  (- eccentricity area))
-               (/ (exp eccentricity)
-                  (* convex extent))))
-       (/ (+ (- (* eccentricity major)
-                (* 0.53678 minor))
-             (* (exp extent)
-                (/ eccentricity minor)))
-          (+ (log (* minor convex))
-             (exp (log area))))))
+ (- (log (* (log extent)
+            (log major)))
+    (/ (log (/ extent area))
+       (/ (+ area area)
+          (exp area))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 69
-                   depth: 6
-                    hits: 629
+                   nodes: 18
+                   depth: 4
+                    hits: 610
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 629
-             raw fitness: 629.0000
-    standardized fitness: 629.0000
+                    hits: 610
+             raw fitness: 610.0000
+    standardized fitness: 610.0000
         adjusted fitness: 0.9984
 TREE:
- (* (* (+ (+ (/ (log area)
-                (exp 0.82327))
-             (log (/ major major)))
-          (log (- (exp major)
-                  (- eccentricity -0.36580))))
-       (log (/ (log (+ convex major))
-               (log (+ area perimeter)))))
-    (/ (log (/ (- (* extent major)
-                  (- eccentricity area))
-               (/ (exp eccentricity)
-                  (* convex extent))))
-       (/ (+ (- (* eccentricity major)
-                (* 0.53678 minor))
-             (* (exp extent)
-                (/ eccentricity minor)))
-          (+ (log (* minor convex))
-             (exp (log area))))))
+ (- (log (* (log extent)
+            (log major)))
+    (/ (log (/ extent area))
+       (/ (+ area area)
+          (exp area))))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 0
-                   nodes: 69
+              generation: 2
+                   nodes: 28
                    depth: 6
-                    hits: 629
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 629
-             raw fitness: 629.0000
-    standardized fitness: 629.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (* (* (+ (+ (/ (log area)
-                (exp 0.82327))
-             (log (/ major major)))
-          (log (- (exp major)
-                  (- eccentricity -0.36580))))
-       (log (/ (log (+ convex major))
-               (log (+ area perimeter)))))
-    (/ (log (/ (- (* extent major)
-                  (- eccentricity area))
-               (/ (exp eccentricity)
-                  (* convex extent))))
-       (/ (+ (- (* eccentricity major)
-                (* 0.53678 minor))
-             (* (exp extent)
-                (/ eccentricity minor)))
-          (+ (log (* minor convex))
-             (exp (log area))))))
+ (- (exp (+ (+ (- (+ minor eccentricity) eccentricity)
+               (- area major))
+            (/ area -0.11956)))
+    (log (+ (/ (* 0.22542 major)
+               (exp convex))
+            (* (log eccentricity)
+               (log area)))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 3
-                   nodes: 4
-                   depth: 2
-                    hits: 630
+              generation: 2
+                   nodes: 28
+                   depth: 6
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (log (- -0.09343 eccentricity))
+ (- (exp (+ (+ (- (+ minor eccentricity) eccentricity)
+               (- area major))
+            (/ area -0.11956)))
+    (log (+ (/ (* 0.22542 major)
+               (exp convex))
+            (* (log eccentricity)
+               (log area)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 3
-                   nodes: 4
-                   depth: 2
-                    hits: 630
+              generation: 2
+                   nodes: 28
+                   depth: 6
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (log (- -0.09343 eccentricity))
+ (- (exp (+ (+ (- (+ minor eccentricity) eccentricity)
+               (- area major))
+            (/ area -0.11956)))
+    (log (+ (/ (* 0.22542 major)
+               (exp convex))
+            (* (log eccentricity)
+               (log area)))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 3
-                   nodes: 4
+              generation: 5
+                   nodes: 7
                    depth: 2
-                    hits: 630
+                    hits: 797
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 797
+             raw fitness: 797.0000
+    standardized fitness: 797.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (- -0.09343 eccentricity))
+ (* (+ 0.18616 area)
+    (+ -0.89142 eccentricity))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 3
-                   nodes: 4
+              generation: 5
+                   nodes: 7
                    depth: 2
-                    hits: 630
+                    hits: 797
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 797
+             raw fitness: 797.0000
+    standardized fitness: 797.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (- -0.09343 eccentricity))
+ (* (+ 0.18616 area)
+    (+ -0.89142 eccentricity))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 3
-                   nodes: 4
+              generation: 5
+                   nodes: 7
                    depth: 2
-                    hits: 630
+                    hits: 797
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 797
+             raw fitness: 797.0000
+    standardized fitness: 797.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (- -0.09343 eccentricity))
+ (* (+ 0.18616 area)
+    (+ -0.89142 eccentricity))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 3
-                   nodes: 4
+              generation: 5
+                   nodes: 7
                    depth: 2
-                    hits: 630
+                    hits: 797
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 797
+             raw fitness: 797.0000
+    standardized fitness: 797.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (- -0.09343 eccentricity))
+ (* (+ 0.18616 area)
+    (+ -0.89142 eccentricity))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 3
-                   nodes: 4
+              generation: 5
+                   nodes: 7
                    depth: 2
-                    hits: 630
+                    hits: 797
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 630
-             raw fitness: 630.0000
-    standardized fitness: 630.0000
-        adjusted fitness: 0.9984
+                    hits: 797
+             raw fitness: 797.0000
+    standardized fitness: 797.0000
+        adjusted fitness: 0.9987
 TREE:
- (log (- -0.09343 eccentricity))
+ (* (+ 0.18616 area)
+    (+ -0.89142 eccentricity))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 25
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 26
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 27
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 28
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
+=== BEST-OF-RUN ===
+      current generation: 29
+              generation: 10
+                   nodes: 9
+                   depth: 3
+                    hits: 798
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 798
+             raw fitness: 798.0000
+    standardized fitness: 798.0000
+        adjusted fitness: 0.9987
+TREE:
+ (- (* (+ 0.18616 area)
+       (+ -0.89142 eccentricity)) -0.48559)
diff --git a/cmake-build-relwithdebinfo/run_2/regress.prg b/cmake-build-relwithdebinfo/run_2/regress.prg
index 9952aaf..5c54009 100644
--- a/cmake-build-relwithdebinfo/run_2/regress.prg
+++ b/cmake-build-relwithdebinfo/run_2/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  12225.00000, perimeter =    444.14899, major_axis_length =    190.22061, minor_axis_length =     82.50629, eccentricity =      0.90104, convex_area =  12408.00000, extent =      0.79855, type = O
-    area =  13533.00000, perimeter =    473.93201, major_axis_length =    196.11755, minor_axis_length =     88.91679, eccentricity =      0.89131, convex_area =  13897.00000, extent =      0.60456, type = C
-    area =  13790.00000, perimeter =    479.29999, major_axis_length =    198.90132, minor_axis_length =     90.13603, eccentricity =      0.89142, convex_area =  14190.00000, extent =      0.58691, type = C
-    area =  11433.00000, perimeter =    421.46399, major_axis_length =    168.75270, minor_axis_length =     87.52690, eccentricity =      0.85497, convex_area =  11678.00000, extent =      0.72938, type = O
-    area =  15198.00000, perimeter =    499.62601, major_axis_length =    210.63348, minor_axis_length =     92.94599, eccentricity =      0.89737, convex_area =  15521.00000, extent =      0.74610, type = C
-    area =  14266.00000, perimeter =    486.47800, major_axis_length =    207.72604, minor_axis_length =     88.09992, eccentricity =      0.90561, convex_area =  14485.00000, extent =      0.60385, type = C
-    area =  10965.00000, perimeter =    416.97400, major_axis_length =    174.35175, minor_axis_length =     80.79745, eccentricity =      0.88614, convex_area =  11224.00000, extent =      0.70109, type = O
-    area =  11708.00000, perimeter =    423.94101, major_axis_length =    173.93201, minor_axis_length =     85.92611, eccentricity =      0.86945, convex_area =  11918.00000, extent =      0.61132, type = O
-    area =  10680.00000, perimeter =    413.80301, major_axis_length =    171.88202, minor_axis_length =     79.86556, eccentricity =      0.88549, convex_area =  10848.00000, extent =      0.59077, type = O
-    area =  10499.00000, perimeter =    403.27802, major_axis_length =    162.45734, minor_axis_length =     83.75512, eccentricity =      0.85686, convex_area =  10749.00000, extent =      0.74493, type = O
-    area =  10763.00000, perimeter =    416.01700, major_axis_length =    171.06178, minor_axis_length =     80.66742, eccentricity =      0.88183, convex_area =  10951.00000, extent =      0.59504, type = O
-    area =  10761.00000, perimeter =    429.01801, major_axis_length =    183.56711, minor_axis_length =     75.22785, eccentricity =      0.91217, convex_area =  11031.00000, extent =      0.57880, type = C
-    area =  12154.00000, perimeter =    448.06201, major_axis_length =    186.78206, minor_axis_length =     83.89810, eccentricity =      0.89344, convex_area =  12445.00000, extent =      0.62928, type = O
-    area =  14173.00000, perimeter =    480.68301, major_axis_length =    201.93576, minor_axis_length =     90.24498, eccentricity =      0.89458, convex_area =  14519.00000, extent =      0.59756, type = C
-    area =  15199.00000, perimeter =    489.54401, major_axis_length =    205.31573, minor_axis_length =     94.80870, eccentricity =      0.88700, convex_area =  15419.00000, extent =      0.76400, type = C
-    area =  11883.00000, perimeter =    429.13101, major_axis_length =    171.33429, minor_axis_length =     89.82451, eccentricity =      0.85156, convex_area =  12179.00000, extent =      0.76364, type = O
-    area =  12557.00000, perimeter =    443.01001, major_axis_length =    177.72878, minor_axis_length =     91.59944, eccentricity =      0.85696, convex_area =  12896.00000, extent =      0.63929, type = O
-    area =  12663.00000, perimeter =    468.22400, major_axis_length =    199.69749, minor_axis_length =     81.61620, eccentricity =      0.91267, convex_area =  12979.00000, extent =      0.62339, type = C
-    area =  13047.00000, perimeter =    486.36899, major_axis_length =    213.19447, minor_axis_length =     79.28887, eccentricity =      0.92827, convex_area =  13621.00000, extent =      0.61542, type = C
-    area =  12301.00000, perimeter =    440.00699, major_axis_length =    175.41667, minor_axis_length =     90.57800, eccentricity =      0.85637, convex_area =  12591.00000, extent =      0.66962, type = O
-    area =  14031.00000, perimeter =    494.26501, major_axis_length =    213.70952, minor_axis_length =     84.46609, eccentricity =      0.91858, convex_area =  14265.00000, extent =      0.73886, type = C
-    area =  14287.00000, perimeter =    486.40201, major_axis_length =    200.14258, minor_axis_length =     91.99419, eccentricity =      0.88810, convex_area =  14654.00000, extent =      0.71133, type = C
-    area =  16500.00000, perimeter =    523.34601, major_axis_length =    219.72414, minor_axis_length =     97.14173, eccentricity =      0.89696, convex_area =  16880.00000, extent =      0.63064, type = C
-    area =  13884.00000, perimeter =    478.70200, major_axis_length =    201.31630, minor_axis_length =     89.18121, eccentricity =      0.89653, convex_area =  14217.00000, extent =      0.79793, type = C
-    area =  11358.00000, perimeter =    421.82199, major_axis_length =    171.41608, minor_axis_length =     85.97816, eccentricity =      0.86511, convex_area =  11637.00000, extent =      0.64333, type = O
-    area =  13391.00000, perimeter =    486.12201, major_axis_length =    213.11208, minor_axis_length =     80.99444, eccentricity =      0.92496, convex_area =  13661.00000, extent =      0.52024, type = C
-    area =  12593.00000, perimeter =    463.36899, major_axis_length =    195.75763, minor_axis_length =     83.07967, eccentricity =      0.90547, convex_area =  12907.00000, extent =      0.69775, type = C
-    area =  12345.00000, perimeter =    438.02499, major_axis_length =    177.27922, minor_axis_length =     89.73426, eccentricity =      0.86243, convex_area =  12586.00000, extent =      0.62141, type = O
-    area =  14289.00000, perimeter =    488.48499, major_axis_length =    208.57388, minor_axis_length =     88.30962, eccentricity =      0.90594, convex_area =  14572.00000, extent =      0.79207, type = C
-    area =  11273.00000, perimeter =    432.65500, major_axis_length =    185.89279, minor_axis_length =     77.61040, eccentricity =      0.90868, convex_area =  11440.00000, extent =      0.61974, type = O
-    area =  12103.00000, perimeter =    446.08099, major_axis_length =    181.47110, minor_axis_length =     86.55187, eccentricity =      0.87893, convex_area =  12444.00000, extent =      0.57469, type = O
-    area =  12013.00000, perimeter =    458.35901, major_axis_length =    195.08231, minor_axis_length =     79.64271, eccentricity =      0.91287, convex_area =  12330.00000, extent =      0.61017, type = O
-    area =  10138.00000, perimeter =    414.00900, major_axis_length =    171.61974, minor_axis_length =     77.15939, eccentricity =      0.89323, convex_area =  10425.00000, extent =      0.56643, type = O
-    area =  15595.00000, perimeter =    501.49399, major_axis_length =    207.89095, minor_axis_length =     96.88516, eccentricity =      0.88476, convex_area =  16030.00000, extent =      0.76842, type = C
-    area =  12162.00000, perimeter =    454.77600, major_axis_length =    191.12080, minor_axis_length =     82.31743, eccentricity =      0.90249, convex_area =  12493.00000, extent =      0.74522, type = C
-    area =   9843.00000, perimeter =    383.11600, major_axis_length =    154.95032, minor_axis_length =     81.35683, eccentricity =      0.85107, convex_area =  10024.00000, extent =      0.70227, type = O
-    area =  14945.00000, perimeter =    493.10800, major_axis_length =    202.04698, minor_axis_length =     95.07941, eccentricity =      0.88236, convex_area =  15357.00000, extent =      0.74000, type = C
-    area =  14723.00000, perimeter =    490.70901, major_axis_length =    205.41713, minor_axis_length =     92.49973, eccentricity =      0.89288, convex_area =  15013.00000, extent =      0.57019, type = O
-    area =  11794.00000, perimeter =    456.32300, major_axis_length =    194.04308, minor_axis_length =     78.79870, eccentricity =      0.91383, convex_area =  12116.00000, extent =      0.65348, type = C
-    area =  16059.00000, perimeter =    522.72400, major_axis_length =    217.85014, minor_axis_length =     95.15388, eccentricity =      0.89957, convex_area =  16675.00000, extent =      0.68846, type = C
-    area =  12971.00000, perimeter =    458.03500, major_axis_length =    192.33746, minor_axis_length =     86.75472, eccentricity =      0.89250, convex_area =  13248.00000, extent =      0.77745, type = C
-    area =  10594.00000, perimeter =    409.82199, major_axis_length =    164.28784, minor_axis_length =     84.05598, eccentricity =      0.85920, convex_area =  10977.00000, extent =      0.62790, type = O
-    area =  11765.00000, perimeter =    429.29300, major_axis_length =    175.06308, minor_axis_length =     86.72860, eccentricity =      0.86866, convex_area =  11969.00000, extent =      0.61117, type = O
-    area =  11249.00000, perimeter =    418.93799, major_axis_length =    168.60863, minor_axis_length =     86.19229, eccentricity =      0.85946, convex_area =  11423.00000, extent =      0.62190, type = O
-    area =  13117.00000, perimeter =    460.57401, major_axis_length =    192.40407, minor_axis_length =     87.62899, eccentricity =      0.89027, convex_area =  13575.00000, extent =      0.78451, type = C
-    area =  16085.00000, perimeter =    520.70599, major_axis_length =    217.49631, minor_axis_length =     95.40557, eccentricity =      0.89866, convex_area =  16514.00000, extent =      0.70271, type = C
-    area =  13495.00000, perimeter =    466.95901, major_axis_length =    196.39554, minor_axis_length =     88.21306, eccentricity =      0.89345, convex_area =  13725.00000, extent =      0.68958, type = C
-    area =  11723.00000, perimeter =    432.74600, major_axis_length =    176.97508, minor_axis_length =     85.09567, eccentricity =      0.87681, convex_area =  12013.00000, extent =      0.66559, type = O
-    area =  12404.00000, perimeter =    454.38400, major_axis_length =    186.07597, minor_axis_length =     85.98782, eccentricity =      0.88682, convex_area =  12659.00000, extent =      0.57299, type = O
-    area =  12974.00000, perimeter =    469.27301, major_axis_length =    197.63316, minor_axis_length =     84.73212, eccentricity =      0.90343, convex_area =  13219.00000, extent =      0.68646, type = C
-    area =  11545.00000, perimeter =    429.09799, major_axis_length =    176.99930, minor_axis_length =     84.10534, eccentricity =      0.87989, convex_area =  11816.00000, extent =      0.70586, type = O
-    area =  10727.00000, perimeter =    406.45300, major_axis_length =    168.96371, minor_axis_length =     81.32387, eccentricity =      0.87655, convex_area =  10868.00000, extent =      0.79778, type = O
-    area =  13196.00000, perimeter =    474.98801, major_axis_length =    199.98131, minor_axis_length =     85.65816, eccentricity =      0.90362, convex_area =  13463.00000, extent =      0.55646, type = C
-    area =  14295.00000, perimeter =    484.22699, major_axis_length =    202.77057, minor_axis_length =     91.39712, eccentricity =      0.89265, convex_area =  14528.00000, extent =      0.55182, type = C
-    area =  12174.00000, perimeter =    435.36801, major_axis_length =    174.20001, minor_axis_length =     90.66159, eccentricity =      0.85389, convex_area =  12471.00000, extent =      0.66387, type = O
-    area =  10187.00000, perimeter =    409.35699, major_axis_length =    170.06361, minor_axis_length =     77.55087, eccentricity =      0.88997, convex_area =  10391.00000, extent =      0.68539, type = O
-    area =  17246.00000, perimeter =    540.54199, major_axis_length =    225.98886, minor_axis_length =     98.57315, eccentricity =      0.89986, convex_area =  17704.00000, extent =      0.57393, type = C
-    area =  12206.00000, perimeter =    441.28500, major_axis_length =    186.76031, minor_axis_length =     83.65755, eccentricity =      0.89406, convex_area =  12404.00000, extent =      0.59052, type = O
-    area =  10534.00000, perimeter =    409.34000, major_axis_length =    163.87593, minor_axis_length =     83.27370, eccentricity =      0.86127, convex_area =  10899.00000, extent =      0.72613, type = O
-    area =  14362.00000, perimeter =    479.93100, major_axis_length =    202.70265, minor_axis_length =     90.70675, eccentricity =      0.89429, convex_area =  14606.00000, extent =      0.59147, type = C
-    area =  12558.00000, perimeter =    439.77600, major_axis_length =    173.44276, minor_axis_length =     93.39814, eccentricity =      0.84263, convex_area =  12804.00000, extent =      0.63889, type = O
-    area =  15172.00000, perimeter =    504.15799, major_axis_length =    213.22467, minor_axis_length =     91.66706, eccentricity =      0.90287, convex_area =  15477.00000, extent =      0.62244, type = C
-    area =  11237.00000, perimeter =    429.53000, major_axis_length =    179.38393, minor_axis_length =     80.49435, eccentricity =      0.89367, convex_area =  11430.00000, extent =      0.59043, type = O
-    area =  12286.00000, perimeter =    444.88699, major_axis_length =    183.28871, minor_axis_length =     86.73106, eccentricity =      0.88096, convex_area =  12583.00000, extent =      0.68187, type = C
-    area =  12570.00000, perimeter =    450.85901, major_axis_length =    178.96025, minor_axis_length =     91.11516, eccentricity =      0.86069, convex_area =  12886.00000, extent =      0.61049, type = O
-    area =  11329.00000, perimeter =    419.40500, major_axis_length =    173.39046, minor_axis_length =     84.34583, eccentricity =      0.87371, convex_area =  11560.00000, extent =      0.80325, type = O
-    area =  10561.00000, perimeter =    417.93301, major_axis_length =    172.89072, minor_axis_length =     79.52290, eccentricity =      0.88794, convex_area =  10804.00000, extent =      0.64791, type = O
-    area =  13655.00000, perimeter =    477.62601, major_axis_length =    203.95604, minor_axis_length =     86.22283, eccentricity =      0.90625, convex_area =  13857.00000, extent =      0.73783, type = C
-    area =  10474.00000, perimeter =    403.45999, major_axis_length =    167.88440, minor_axis_length =     80.18859, eccentricity =      0.87855, convex_area =  10611.00000, extent =      0.78870, type = O
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diff --git a/cmake-build-relwithdebinfo/run_2/regress.stt b/cmake-build-relwithdebinfo/run_2/regress.stt
index f012355..e3a6f3a 100644
--- a/cmake-build-relwithdebinfo/run_2/regress.stt
+++ b/cmake-build-relwithdebinfo/run_2/regress.stt
@@ -1,11 +1,31 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9531	0.9984	0.0000	16.576	3.239	69	6	60	6	0.9531	0.9984	0.0000	16.576	3.239	69	6	60	6	
-1	0	0.9905	0.9984	0.0000	14.286	3.224	69	6	22	5	0.9718	0.9984	0.0000	15.431	3.231	69	6	60	6	
-2	0	0.9943	0.9984	0.0000	13.776	3.395	69	6	75	7	0.9793	0.9984	0.0000	14.880	3.286	69	6	60	6	
-3	0	0.9955	0.9984	0.0000	13.606	3.406	4	2	42	8	0.9834	0.9984	0.0000	14.561	3.316	4	2	60	6	
-4	0	0.9980	0.9984	0.9971	12.496	3.261	4	2	25	4	0.9863	0.9984	0.0000	14.148	3.305	4	2	60	6	
-5	0	0.9980	0.9984	0.9972	11.502	3.230	4	2	20	5	0.9882	0.9984	0.0000	13.707	3.292	4	2	60	6	
-6	0	0.9943	0.9984	0.0000	10.914	3.143	4	2	78	8	0.9891	0.9984	0.0000	13.308	3.271	4	2	60	6	
-7	0	0.9955	0.9984	0.0000	10.703	3.220	4	2	59	7	0.9899	0.9984	0.0000	12.982	3.265	4	2	60	6	
-8	0	0.9980	0.9984	0.9978	10.049	2.965	4	2	11	6	0.9908	0.9984	0.0000	12.657	3.231	4	2	60	6	
-9	0	0.9968	0.9984	0.0000	9.898	2.942	4	2	15	4	0.9914	0.9984	0.0000	12.381	3.203	4	2	60	6	
+0	0	0.9643	0.9984	0.0000	18.174	3.444	18	4	48	6	0.9643	0.9984	0.0000	18.174	3.444	18	4	48	6	
+1	0	0.9893	0.9984	0.0000	16.326	3.629	18	4	52	6	0.9768	0.9984	0.0000	17.250	3.536	18	4	48	6	
+2	0	0.9918	0.9986	0.0000	15.283	3.650	28	6	15	4	0.9818	0.9986	0.0000	16.594	3.574	28	6	48	6	
+3	0	0.9930	0.9986	0.0000	14.641	3.632	28	6	9	4	0.9846	0.9986	0.0000	16.106	3.589	28	6	48	6	
+4	0	0.9968	0.9986	0.0000	13.688	3.609	28	6	36	8	0.9870	0.9986	0.0000	15.622	3.593	28	6	48	6	
+5	0	0.9943	0.9987	0.0000	13.703	3.700	7	2	33	8	0.9883	0.9987	0.0000	15.302	3.611	7	2	48	6	
+6	0	0.9980	0.9987	0.9979	13.874	3.766	7	2	9	3	0.9896	0.9987	0.0000	15.098	3.633	7	2	48	6	
+7	0	0.9955	0.9987	0.0000	12.375	3.579	7	2	63	9	0.9904	0.9987	0.0000	14.758	3.626	7	2	48	6	
+8	0	0.9955	0.9987	0.0000	11.825	3.474	7	2	16	6	0.9909	0.9987	0.0000	14.432	3.609	7	2	48	6	
+9	0	0.9942	0.9987	0.0000	11.661	3.507	7	2	22	5	0.9913	0.9987	0.0000	14.155	3.599	7	2	48	6	
+10	0	0.9980	0.9987	0.9980	11.411	3.401	9	3	45	9	0.9919	0.9987	0.0000	13.905	3.581	9	3	48	6	
+11	0	0.9980	0.9987	0.9977	11.661	3.440	9	3	7	3	0.9924	0.9987	0.0000	13.718	3.569	9	3	48	6	
+12	0	0.9955	0.9987	0.0000	11.034	3.415	9	3	78	15	0.9926	0.9987	0.0000	13.512	3.557	9	3	48	6	
+13	0	0.9955	0.9987	0.0000	10.534	3.317	9	3	43	9	0.9928	0.9987	0.0000	13.299	3.540	9	3	48	6	
+14	0	0.9955	0.9987	0.0000	10.154	3.401	9	3	55	9	0.9930	0.9987	0.0000	13.089	3.531	9	3	48	6	
+15	0	0.9968	0.9987	0.0000	9.165	3.163	9	3	21	5	0.9933	0.9987	0.0000	12.844	3.508	9	3	48	6	
+16	0	0.9930	0.9987	0.0000	8.986	3.135	9	3	8	5	0.9932	0.9987	0.0000	12.617	3.486	9	3	48	6	
+17	0	0.9955	0.9987	0.0000	8.381	3.033	9	3	44	11	0.9934	0.9987	0.0000	12.382	3.461	9	3	48	6	
+18	0	0.9980	0.9987	0.9980	7.975	2.902	9	3	11	5	0.9936	0.9987	0.0000	12.150	3.431	9	3	48	6	
+19	0	0.9980	0.9987	0.9977	7.082	2.645	9	3	8	3	0.9938	0.9987	0.0000	11.897	3.392	9	3	48	6	
+20	0	0.9968	0.9987	0.0000	7.053	2.609	9	3	32	11	0.9940	0.9987	0.0000	11.666	3.355	9	3	48	6	
+21	0	0.9968	0.9987	0.0000	6.936	2.592	9	3	11	5	0.9941	0.9987	0.0000	11.451	3.320	9	3	48	6	
+22	0	0.9968	0.9987	0.0000	6.411	2.446	9	3	15	7	0.9942	0.9987	0.0000	11.232	3.282	9	3	48	6	
+23	0	0.9968	0.9987	0.0000	6.178	2.359	9	3	12	4	0.9943	0.9987	0.0000	11.021	3.244	9	3	48	6	
+24	0	0.9980	0.9987	0.9978	6.436	2.422	9	3	5	2	0.9945	0.9987	0.0000	10.838	3.211	9	3	48	6	
+25	0	0.9968	0.9987	0.0000	5.720	2.216	9	3	13	5	0.9946	0.9987	0.0000	10.641	3.173	9	3	48	6	
+26	0	0.9980	0.9987	0.9950	5.336	2.087	9	3	16	6	0.9947	0.9987	0.0000	10.445	3.132	9	3	48	6	
+27	0	0.9968	0.9987	0.0000	5.037	1.974	9	3	13	4	0.9948	0.9987	0.0000	10.251	3.091	9	3	48	6	
+28	0	0.9968	0.9987	0.0000	4.970	1.929	9	3	7	3	0.9948	0.9987	0.0000	10.069	3.051	9	3	48	6	
+29	0	0.9980	0.9987	0.9980	5.088	2.011	9	3	12	4	0.9949	0.9987	0.0000	9.903	3.016	9	3	48	6	
diff --git a/cmake-build-relwithdebinfo/run_2/regress.sys b/cmake-build-relwithdebinfo/run_2/regress.sys
index 894a7ae..2836770 100644
--- a/cmake-build-relwithdebinfo/run_2/regress.sys
+++ b/cmake-build-relwithdebinfo/run_2/regress.sys
@@ -14,31 +14,31 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 1987.
+    no random number seed specfied; using 253.
 creating initial population(s):
-    1068 trees were generated to fill the population of 800 (800 trees).
+    1101 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 1.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 2.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
-=== generation 3.
+=== generation 2.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 3.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
 === generation 4.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
@@ -50,5 +50,91 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 9.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 10.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 11.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 25.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 26.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 27.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 28.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 29.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      7082947
+               freed:      7034947
+           not freed:      48000
+       max allocated:      465597
+    malloc'ed blocks:      92108
+   realloc'ed blocks:      7
+      free'ed blocks:      92102
+
+------- time -------
+             overall:      7s wall
+          evaluation:      5s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2653
+               freed:      2653
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_3/regress.bst b/cmake-build-relwithdebinfo/run_3/regress.bst
index 0f92106..e3017ae 100644
--- a/cmake-build-relwithdebinfo/run_3/regress.bst
+++ b/cmake-build-relwithdebinfo/run_3/regress.bst
@@ -1,26 +1,19 @@
 === BEST-OF-RUN ===
-              generation: 1
-                   nodes: 37
-                   depth: 5
-                    hits: 586
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 586
-             raw fitness: 586.0000
-    standardized fitness: 586.0000
-        adjusted fitness: 0.9983
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
 TREE:
- (+ (- (- (- (/ convex minor)
-             (+ minor minor))
-          (log (/ perimeter area)))
-       (exp (log (log eccentricity))))
-    (- (log (exp (- major convex)))
-       (/ (+ (+ convex convex)
-             (log convex))
-          (* (+ area major)
-             (log major)))))
+ (log (* extent
+         (* major -0.00764)))
 TREE-equ:
-y = (((((convex / minor) - (minor + minor)) - log((perimeter / area))) - exp(log(log(eccentricity)))) + (log(exp((major - convex))) - (((convex + convex) + log(convex)) / ((area + major) * log(major)))))
+y = log((extent * (major * -0.00764)))
diff --git a/cmake-build-relwithdebinfo/run_3/regress.fn b/cmake-build-relwithdebinfo/run_3/regress.fn
index 650c171..6a7ccce 100644
--- a/cmake-build-relwithdebinfo/run_3/regress.fn
+++ b/cmake-build-relwithdebinfo/run_3/regress.fn
@@ -1,20 +1,13 @@
-Hits: 1777, Total Size: 2810, Percent Hit: 63.238434
-CC: 163
-CO: 1002
-OO: 1614
-OC: 31
-Fitness: 0.998296
-Hits: 586
+Hits: 1881, Total Size: 2810, Percent Hit: 66.939502
+CC: 547
+CO: 572
+OO: 1334
+OC: 357
+Fitness: 0.998430
+Hits: 636
 
 
-y = (((((convex / minor) - (minor + minor)) - log((perimeter / area))) - exp(log(log(eccentricity)))) + (log(exp((major - convex))) - (((convex + convex) + log(convex)) / ((area + major) * log(major)))))
+y = log((extent * (major * -0.00764)))
 
- (+ (- (- (- (/ convex minor)
-             (+ minor minor))
-          (log (/ perimeter area)))
-       (exp (log (log eccentricity))))
-    (- (log (exp (- major convex)))
-       (/ (+ (+ convex convex)
-             (log convex))
-          (* (+ area major)
-             (log major)))))
+ (log (* extent
+         (* major -0.00764)))
diff --git a/cmake-build-relwithdebinfo/run_3/regress.his b/cmake-build-relwithdebinfo/run_3/regress.his
index 0d4b651..62278aa 100644
--- a/cmake-build-relwithdebinfo/run_3/regress.his
+++ b/cmake-build-relwithdebinfo/run_3/regress.his
@@ -1,122 +1,208 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 22
-                   depth: 4
-                    hits: 559
+                   nodes: 5
+                   depth: 2
+                    hits: 552
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 559
-             raw fitness: 559.0000
-    standardized fitness: 559.0000
+                    hits: 552
+             raw fitness: 552.0000
+    standardized fitness: 552.0000
         adjusted fitness: 0.9982
 TREE:
- (* (/ (- (/ -0.76466 convex)
-          (+ minor convex))
-       (/ (exp eccentricity)
-          (- extent 0.54860)))
-    (log (/ (exp perimeter)
-            (/ eccentricity area))))
+ (- convex
+    (+ area major))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 1
-                   nodes: 37
-                   depth: 5
-                    hits: 586
+                   nodes: 71
+                   depth: 6
+                    hits: 602
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 586
-             raw fitness: 586.0000
-    standardized fitness: 586.0000
+                    hits: 602
+             raw fitness: 602.0000
+    standardized fitness: 602.0000
         adjusted fitness: 0.9983
 TREE:
- (+ (- (- (- (/ convex minor)
-             (+ minor minor))
-          (log (/ perimeter area)))
-       (exp (log (log eccentricity))))
-    (- (log (exp (- major convex)))
-       (/ (+ (+ convex convex)
-             (log convex))
-          (* (+ area major)
-             (log major)))))
+ (* (- (* (exp (/ (+ minor perimeter)
+                  (/ area major)))
+          (- (* (exp 0.37235)
+                (+ minor minor))
+             (log (/ convex extent))))
+       (- (- (/ (+ extent eccentricity)
+                (* perimeter major))
+             (* (+ perimeter area)
+                (log eccentricity)))
+          (- (log (/ minor 0.56966))
+             (- (* minor area) area))))
+    (+ (* (log (exp (/ extent eccentricity)))
+          (exp (+ (/ minor extent)
+                  (- minor extent))))
+       (log (exp (/ (* extent major)
+                    (+ convex major))))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 1
-                   nodes: 37
-                   depth: 5
-                    hits: 586
+                   nodes: 71
+                   depth: 6
+                    hits: 602
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 586
-             raw fitness: 586.0000
-    standardized fitness: 586.0000
+                    hits: 602
+             raw fitness: 602.0000
+    standardized fitness: 602.0000
         adjusted fitness: 0.9983
 TREE:
- (+ (- (- (- (/ convex minor)
-             (+ minor minor))
-          (log (/ perimeter area)))
-       (exp (log (log eccentricity))))
-    (- (log (exp (- major convex)))
-       (/ (+ (+ convex convex)
-             (log convex))
-          (* (+ area major)
-             (log major)))))
+ (* (- (* (exp (/ (+ minor perimeter)
+                  (/ area major)))
+          (- (* (exp 0.37235)
+                (+ minor minor))
+             (log (/ convex extent))))
+       (- (- (/ (+ extent eccentricity)
+                (* perimeter major))
+             (* (+ perimeter area)
+                (log eccentricity)))
+          (- (log (/ minor 0.56966))
+             (- (* minor area) area))))
+    (+ (* (log (exp (/ extent eccentricity)))
+          (exp (+ (/ minor extent)
+                  (- minor extent))))
+       (log (exp (/ (* extent major)
+                    (+ convex major))))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 1
-                   nodes: 37
-                   depth: 5
-                    hits: 586
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 586
-             raw fitness: 586.0000
-    standardized fitness: 586.0000
-        adjusted fitness: 0.9983
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
 TREE:
- (+ (- (- (- (/ convex minor)
-             (+ minor minor))
-          (log (/ perimeter area)))
-       (exp (log (log eccentricity))))
-    (- (log (exp (- major convex)))
-       (/ (+ (+ convex convex)
-             (log convex))
-          (* (+ area major)
-             (log major)))))
+ (log (* extent
+         (* major -0.00764)))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 1
-                   nodes: 37
-                   depth: 5
-                    hits: 586
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 586
-             raw fitness: 586.0000
-    standardized fitness: 586.0000
-        adjusted fitness: 0.9983
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
 TREE:
- (+ (- (- (- (/ convex minor)
-             (+ minor minor))
-          (log (/ perimeter area)))
-       (exp (log (log eccentricity))))
-    (- (log (exp (- major convex)))
-       (/ (+ (+ convex convex)
-             (log convex))
-          (* (+ area major)
-             (log major)))))
+ (log (* extent
+         (* major -0.00764)))
+=== BEST-OF-RUN ===
+      current generation: 5
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
+TREE:
+ (log (* extent
+         (* major -0.00764)))
+=== BEST-OF-RUN ===
+      current generation: 6
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
+TREE:
+ (log (* extent
+         (* major -0.00764)))
+=== BEST-OF-RUN ===
+      current generation: 7
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
+TREE:
+ (log (* extent
+         (* major -0.00764)))
+=== BEST-OF-RUN ===
+      current generation: 8
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
+TREE:
+ (log (* extent
+         (* major -0.00764)))
+=== BEST-OF-RUN ===
+      current generation: 9
+              generation: 3
+                   nodes: 6
+                   depth: 3
+                    hits: 636
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 636
+             raw fitness: 636.0000
+    standardized fitness: 636.0000
+        adjusted fitness: 0.9984
+TREE:
+ (log (* extent
+         (* major -0.00764)))
diff --git a/cmake-build-relwithdebinfo/run_3/regress.prg b/cmake-build-relwithdebinfo/run_3/regress.prg
index a716a43..fac8f6e 100644
--- a/cmake-build-relwithdebinfo/run_3/regress.prg
+++ b/cmake-build-relwithdebinfo/run_3/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  13644.00000, perimeter =    473.17801, major_axis_length =    200.29051, minor_axis_length =     87.84367, eccentricity =      0.89869, convex_area =  13859.00000, extent =      0.67679, type = C
-    area =  15418.00000, perimeter =    504.75900, major_axis_length =    209.92400, minor_axis_length =     94.43705, eccentricity =      0.89310, convex_area =  15779.00000, extent =      0.58269, type = C
-    area =   9371.00000, perimeter =    401.89600, major_axis_length =    170.56949, minor_axis_length =     70.65042, eccentricity =      0.91018, convex_area =   9542.00000, extent =      0.77832, type = O
-    area =  14250.00000, perimeter =    486.12399, major_axis_length =    201.21893, minor_axis_length =     91.93982, eccentricity =      0.88951, convex_area =  14636.00000, extent =      0.59368, type = C
-    area =  11026.00000, perimeter =    425.01001, major_axis_length =    179.95877, minor_axis_length =     79.05263, eccentricity =      0.89835, convex_area =  11185.00000, extent =      0.55862, type = O
-    area =  13683.00000, perimeter =    492.97501, major_axis_length =    213.90919, minor_axis_length =     83.12070, eccentricity =      0.92142, convex_area =  14070.00000, extent =      0.76127, type = C
-    area =  15026.00000, perimeter =    504.47198, major_axis_length =    212.47598, minor_axis_length =     91.13345, eccentricity =      0.90335, convex_area =  15285.00000, extent =      0.72240, type = C
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+    area =  12128.00000, perimeter =    441.71201, major_axis_length =    184.30515, minor_axis_length =     84.94325, eccentricity =      0.88746, convex_area =  12327.00000, extent =      0.62233, type = O
+    area =  16431.00000, perimeter =    509.38501, major_axis_length =    208.05287, minor_axis_length =    101.96149, eccentricity =      0.87168, convex_area =  16875.00000, extent =      0.73222, type = C
+    area =  12070.00000, perimeter =    432.86801, major_axis_length =    177.19440, minor_axis_length =     87.37621, eccentricity =      0.86997, convex_area =  12283.00000, extent =      0.76277, type = O
+    area =  13735.00000, perimeter =    484.77100, major_axis_length =    204.81064, minor_axis_length =     86.75872, eccentricity =      0.90585, convex_area =  13960.00000, extent =      0.55370, type = C
+    area =  15330.00000, perimeter =    501.69699, major_axis_length =    209.67932, minor_axis_length =     93.87273, eccentricity =      0.89419, convex_area =  15617.00000, extent =      0.58262, type = C
+    area =  14975.00000, perimeter =    508.07800, major_axis_length =    212.55643, minor_axis_length =     91.27477, eccentricity =      0.90311, convex_area =  15482.00000, extent =      0.63138, type = C
+    area =  11764.00000, perimeter =    428.56100, major_axis_length =    171.58627, minor_axis_length =     88.72550, eccentricity =      0.85593, convex_area =  12125.00000, extent =      0.68803, type = O
+    area =  12692.00000, perimeter =    447.73901, major_axis_length =    174.88063, minor_axis_length =     94.16079, eccentricity =      0.84267, convex_area =  13148.00000, extent =      0.64571, type = O
+    area =  15651.00000, perimeter =    512.29199, major_axis_length =    212.77301, minor_axis_length =     95.72538, eccentricity =      0.89308, convex_area =  16022.00000, extent =      0.57204, type = C
+    area =  12593.00000, perimeter =    463.36899, major_axis_length =    195.75763, minor_axis_length =     83.07967, eccentricity =      0.90547, convex_area =  12907.00000, extent =      0.69775, type = C
+    area =  12711.00000, perimeter =    458.73300, major_axis_length =    188.31543, minor_axis_length =     86.86007, eccentricity =      0.88727, convex_area =  13092.00000, extent =      0.57830, type = O
+    area =  10818.00000, perimeter =    416.76801, major_axis_length =    175.70876, minor_axis_length =     78.83266, eccentricity =      0.89370, convex_area =  10987.00000, extent =      0.63449, type = O
+    area =  12391.00000, perimeter =    437.61899, major_axis_length =    175.36723, minor_axis_length =     90.81943, eccentricity =      0.85545, convex_area =  12600.00000, extent =      0.63478, type = O
+    area =  11280.00000, perimeter =    420.10101, major_axis_length =    170.67036, minor_axis_length =     85.49737, eccentricity =      0.86548, convex_area =  11582.00000, extent =      0.64317, type = O
+    area =  10628.00000, perimeter =    418.30399, major_axis_length =    171.82481, minor_axis_length =     80.32760, eccentricity =      0.88399, convex_area =  10828.00000, extent =      0.71506, type = O
+    area =  15486.00000, perimeter =    492.69400, major_axis_length =    204.37213, minor_axis_length =     97.67800, eccentricity =      0.87839, convex_area =  15688.00000, extent =      0.60116, type = C
+    area =  10588.00000, perimeter =    404.32401, major_axis_length =    163.66208, minor_axis_length =     83.96915, eccentricity =      0.85835, convex_area =  10756.00000, extent =      0.61487, type = O
+    area =  14424.00000, perimeter =    497.76999, major_axis_length =    210.74310, minor_axis_length =     88.51710, eccentricity =      0.90751, convex_area =  14920.00000, extent =      0.55820, type = C
+    area =  14041.00000, perimeter =    481.94800, major_axis_length =    204.59848, minor_axis_length =     88.18790, eccentricity =      0.90234, convex_area =  14284.00000, extent =      0.57231, type = C
+    area =  13606.00000, perimeter =    480.94601, major_axis_length =    204.28972, minor_axis_length =     85.28391, eccentricity =      0.90869, convex_area =  13861.00000, extent =      0.58370, type = C
+    area =  11422.00000, perimeter =    414.81601, major_axis_length =    166.04941, minor_axis_length =     88.44298, eccentricity =      0.84635, convex_area =  11624.00000, extent =      0.70944, type = O
+    area =  14489.00000, perimeter =    496.38501, major_axis_length =    210.03639, minor_axis_length =     88.53156, eccentricity =      0.90683, convex_area =  14843.00000, extent =      0.61535, type = C
+    area =  12308.00000, perimeter =    451.60901, major_axis_length =    193.26753, minor_axis_length =     81.65989, eccentricity =      0.90635, convex_area =  12488.00000, extent =      0.72404, type = C
+    area =  15369.00000, perimeter =    499.26599, major_axis_length =    205.87529, minor_axis_length =     95.93622, eccentricity =      0.88479, convex_area =  15666.00000, extent =      0.61604, type = C
+    area =  11201.00000, perimeter =    423.28101, major_axis_length =    175.04016, minor_axis_length =     83.43684, eccentricity =      0.87908, convex_area =  11386.00000, extent =      0.59265, type = O
+    area =  16011.00000, perimeter =    525.06897, major_axis_length =    222.94646, minor_axis_length =     92.38245, eccentricity =      0.91011, convex_area =  16298.00000, extent =      0.55663, type = C
+    area =  14686.00000, perimeter =    490.40601, major_axis_length =    203.03380, minor_axis_length =     93.82804, eccentricity =      0.88681, convex_area =  15065.00000, extent =      0.61468, type = C
+    area =  13053.00000, perimeter =    480.95099, major_axis_length =    205.95242, minor_axis_length =     81.65559, eccentricity =      0.91804, convex_area =  13478.00000, extent =      0.68358, type = C
+    area =  11449.00000, perimeter =    411.29999, major_axis_length =    156.92549, minor_axis_length =     94.25743, eccentricity =      0.79951, convex_area =  11696.00000, extent =      0.72425, type = O
+    area =  14149.00000, perimeter =    474.95200, major_axis_length =    195.35510, minor_axis_length =     93.33527, eccentricity =      0.87848, convex_area =  14454.00000, extent =      0.60569, type = C
+    area =  10561.00000, perimeter =    417.93301, major_axis_length =    172.89072, minor_axis_length =     79.52290, eccentricity =      0.88794, convex_area =  10804.00000, extent =      0.64791, type = O
+    area =  11928.00000, perimeter =    439.91901, major_axis_length =    181.03484, minor_axis_length =     85.22491, eccentricity =      0.88226, convex_area =  12218.00000, extent =      0.59061, type = O
+    area =  14419.00000, perimeter =    491.67099, major_axis_length =    203.91235, minor_axis_length =     91.03685, eccentricity =      0.89481, convex_area =  14906.00000, extent =      0.62781, type = C
+    area =  12093.00000, perimeter =    440.43799, major_axis_length =    176.48048, minor_axis_length =     88.96030, eccentricity =      0.86366, convex_area =  12421.00000, extent =      0.62226, type = O
+    area =  14364.00000, perimeter =    497.12000, major_axis_length =    212.00835, minor_axis_length =     87.53480, eccentricity =      0.91078, convex_area =  14805.00000, extent =      0.64125, type = C
+    area =  15158.00000, perimeter =    513.72601, major_axis_length =    218.82001, minor_axis_length =     89.37169, eccentricity =      0.91279, convex_area =  15591.00000, extent =      0.70176, type = C
+    area =  13431.00000, perimeter =    482.53000, major_axis_length =    212.45061, minor_axis_length =     81.18548, eccentricity =      0.92411, convex_area =  13786.00000, extent =      0.77798, type = C
+    area =  12732.00000, perimeter =    465.49100, major_axis_length =    192.45367, minor_axis_length =     85.18263, eccentricity =      0.89671, convex_area =  13105.00000, extent =      0.56997, type = C
+    area =  14301.00000, perimeter =    497.77399, major_axis_length =    209.87636, minor_axis_length =     87.29937, eccentricity =      0.90938, convex_area =  14591.00000, extent =      0.60068, type = C
+    area =  10249.00000, perimeter =    404.08899, major_axis_length =    165.68245, minor_axis_length =     80.38426, eccentricity =      0.87442, convex_area =  10486.00000, extent =      0.67145, type = O
+    area =  15032.00000, perimeter =    500.60901, major_axis_length =    209.91653, minor_axis_length =     91.92539, eccentricity =      0.89902, convex_area =  15397.00000, extent =      0.71892, type = C
+    area =  11717.00000, perimeter =    430.91800, major_axis_length =    174.64034, minor_axis_length =     86.09232, eccentricity =      0.87005, convex_area =  11948.00000, extent =      0.65149, type = O
+    area =  12956.00000, perimeter =    458.65601, major_axis_length =    187.21146, minor_axis_length =     89.15869, eccentricity =      0.87931, convex_area =  13310.00000, extent =      0.71077, type = O
+    area =  13857.00000, perimeter =    498.02899, major_axis_length =    220.26657, minor_axis_length =     80.39958, eccentricity =      0.93100, convex_area =  14053.00000, extent =      0.50795, type = C
+    area =  13237.00000, perimeter =    466.00299, major_axis_length =    197.90480, minor_axis_length =     85.70957, eccentricity =      0.90135, convex_area =  13445.00000, extent =      0.59242, type = C
+    area =  10961.00000, perimeter =    419.38800, major_axis_length =    169.57915, minor_axis_length =     84.24118, eccentricity =      0.86788, convex_area =  11323.00000, extent =      0.75855, type = O
+    area =  10327.00000, perimeter =    403.39600, major_axis_length =    166.08113, minor_axis_length =     79.95890, eccentricity =      0.87648, convex_area =  10576.00000, extent =      0.62331, type = O
+    area =  14217.00000, perimeter =    472.31500, major_axis_length =    196.74448, minor_axis_length =     92.90379, eccentricity =      0.88149, convex_area =  14426.00000, extent =      0.59987, type = O
+    area =  12503.00000, perimeter =    449.59900, major_axis_length =    184.01433, minor_axis_length =     88.25850, eccentricity =      0.87747, convex_area =  12803.00000, extent =      0.78163, type = O
+    area =  11588.00000, perimeter =    428.72800, major_axis_length =    172.88258, minor_axis_length =     86.25784, eccentricity =      0.86664, convex_area =  11777.00000, extent =      0.61006, type = O
+    area =  15404.00000, perimeter =    499.23099, major_axis_length =    206.08693, minor_axis_length =     95.63304, eccentricity =      0.88581, convex_area =  15740.00000, extent =      0.62476, type = C
+    area =  15389.00000, perimeter =    521.30402, major_axis_length =    226.96100, minor_axis_length =     87.38693, eccentricity =      0.92290, convex_area =  15753.00000, extent =      0.57465, type = C
+    area =  11881.00000, perimeter =    429.80200, major_axis_length =    173.52504, minor_axis_length =     88.33556, eccentricity =      0.86073, convex_area =  12215.00000, extent =      0.64680, type = O
+    area =  12759.00000, perimeter =    455.31500, major_axis_length =    188.19118, minor_axis_length =     87.08291, eccentricity =      0.88650, convex_area =  13082.00000, extent =      0.67508, type = O
diff --git a/cmake-build-relwithdebinfo/run_3/regress.stt b/cmake-build-relwithdebinfo/run_3/regress.stt
index 798124d..34d7d5e 100644
--- a/cmake-build-relwithdebinfo/run_3/regress.stt
+++ b/cmake-build-relwithdebinfo/run_3/regress.stt
@@ -1,6 +1,11 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9580	0.9982	0.0000	17.389	3.393	22	4	60	6	0.9580	0.9982	0.0000	17.389	3.393	22	4	60	6	
-1	0	0.9904	0.9983	0.0000	16.346	3.513	37	5	32	7	0.9742	0.9983	0.0000	16.867	3.453	37	5	60	6	
-2	0	0.9967	0.9983	0.0000	15.300	3.578	37	5	28	6	0.9817	0.9983	0.0000	16.345	3.494	37	5	60	6	
-3	0	0.9954	0.9983	0.0000	14.960	3.611	37	5	33	7	0.9851	0.9983	0.0000	15.999	3.523	37	5	60	6	
-4	0	0.9929	0.9983	0.0000	13.812	3.574	37	5	90	8	0.9867	0.9983	0.0000	15.562	3.534	37	5	60	6	
+0	0	0.9631	0.9982	0.0000	18.262	3.388	5	2	86	6	0.9631	0.9982	0.0000	18.262	3.388	5	2	86	6	
+1	0	0.9955	0.9983	0.0000	17.142	3.611	71	6	7	3	0.9793	0.9983	0.0000	17.703	3.499	71	6	86	6	
+2	0	0.9918	0.9983	0.0000	17.204	3.725	71	6	20	6	0.9835	0.9983	0.0000	17.536	3.575	71	6	86	6	
+3	0	0.9893	0.9984	0.0000	16.804	3.777	6	3	48	9	0.9849	0.9984	0.0000	17.353	3.625	6	3	86	6	
+4	0	0.9918	0.9984	0.0000	15.435	3.770	6	3	29	7	0.9863	0.9984	0.0000	16.970	3.654	6	3	86	6	
+5	0	0.9930	0.9984	0.0000	14.439	3.723	6	3	19	7	0.9874	0.9984	0.0000	16.548	3.666	6	3	86	6	
+6	0	0.9943	0.9984	0.0000	15.113	3.848	6	3	42	6	0.9884	0.9984	0.0000	16.343	3.692	6	3	86	6	
+7	0	0.9930	0.9984	0.0000	13.543	3.590	6	3	14	6	0.9890	0.9984	0.0000	15.993	3.679	6	3	86	6	
+8	0	0.9930	0.9984	0.0000	13.588	3.660	6	3	71	9	0.9894	0.9984	0.0000	15.725	3.677	6	3	86	6	
+9	0	0.9943	0.9984	0.0000	13.399	3.674	6	3	24	6	0.9899	0.9984	0.0000	15.493	3.676	6	3	86	6	
diff --git a/cmake-build-relwithdebinfo/run_3/regress.sys b/cmake-build-relwithdebinfo/run_3/regress.sys
index 5f2f81f..89821ba 100644
--- a/cmake-build-relwithdebinfo/run_3/regress.sys
+++ b/cmake-build-relwithdebinfo/run_3/regress.sys
@@ -14,9 +14,9 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 2722.
+    no random number seed specfied; using 5209.
 creating initial population(s):
-    1092 trees were generated to fill the population of 800 (800 trees).
+    1070 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
@@ -29,11 +29,52 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 4.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 6.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      3410403
+               freed:      3362403
+           not freed:      48000
+       max allocated:      471758
+    malloc'ed blocks:      37429
+   realloc'ed blocks:      7
+      free'ed blocks:      37423
+
+------- time -------
+             overall:      4s wall
+          evaluation:      4s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1430
+               freed:      1430
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_4/regress.bst b/cmake-build-relwithdebinfo/run_4/regress.bst
index 5d1ba58..874192d 100644
--- a/cmake-build-relwithdebinfo/run_4/regress.bst
+++ b/cmake-build-relwithdebinfo/run_4/regress.bst
@@ -1,22 +1,19 @@
 === BEST-OF-RUN ===
-              generation: 6
-                   nodes: 22
-                   depth: 5
-                    hits: 638
+              generation: 4
+                   nodes: 7
+                   depth: 2
+                    hits: 594
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 638
-             raw fitness: 638.0000
-    standardized fitness: 638.0000
-        adjusted fitness: 0.9984
+                    hits: 594
+             raw fitness: 594.0000
+    standardized fitness: 594.0000
+        adjusted fitness: 0.9983
 TREE:
- (* (exp (/ (/ convex minor)
-            (log extent)))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (* (- 0.91207 eccentricity)
+    (- extent convex))
 TREE-equ:
-y = (exp(((convex / minor) / log(extent))) * (exp(((extent / major) - (-0.10985 * minor))) - exp(log((extent - area)))))
+y = ((0.91207 - eccentricity) * (extent - convex))
diff --git a/cmake-build-relwithdebinfo/run_4/regress.fn b/cmake-build-relwithdebinfo/run_4/regress.fn
index c504f76..645209d 100644
--- a/cmake-build-relwithdebinfo/run_4/regress.fn
+++ b/cmake-build-relwithdebinfo/run_4/regress.fn
@@ -1,16 +1,13 @@
-Hits: 1626, Total Size: 2810, Percent Hit: 57.864769
-CC: 744
-CO: 378
-OO: 882
-OC: 806
-Fitness: 0.998435
-Hits: 638
+Hits: 1846, Total Size: 2810, Percent Hit: 65.693950
+CC: 216
+CO: 924
+OO: 1630
+OC: 40
+Fitness: 0.998319
+Hits: 594
 
 
-y = (exp(((convex / minor) / log(extent))) * (exp(((extent / major) - (-0.10985 * minor))) - exp(log((extent - area)))))
+y = ((0.91207 - eccentricity) * (extent - convex))
 
- (* (exp (/ (/ convex minor)
-            (log extent)))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (* (- 0.91207 eccentricity)
+    (- extent convex))
diff --git a/cmake-build-relwithdebinfo/run_4/regress.his b/cmake-build-relwithdebinfo/run_4/regress.his
index f5e7540..2224db9 100644
--- a/cmake-build-relwithdebinfo/run_4/regress.his
+++ b/cmake-build-relwithdebinfo/run_4/regress.his
@@ -1,210 +1,106 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 24
+                   nodes: 26
                    depth: 5
-                    hits: 633
+                    hits: 544
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 633
-             raw fitness: 633.0000
-    standardized fitness: 633.0000
-        adjusted fitness: 0.9984
+                    hits: 544
+             raw fitness: 544.0000
+    standardized fitness: 544.0000
+        adjusted fitness: 0.9982
 TREE:
- (* (exp (/ (exp (/ eccentricity extent))
-            (exp (exp convex))))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (- (* (log (+ (log eccentricity)
+               (/ eccentricity extent)))
+       (* (exp (exp major))
+          (log (- minor extent))))
+    (exp (log (/ (- minor major)
+                 (- convex extent)))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 24
+                   nodes: 26
                    depth: 5
-                    hits: 633
+                    hits: 544
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 633
-             raw fitness: 633.0000
-    standardized fitness: 633.0000
-        adjusted fitness: 0.9984
+                    hits: 544
+             raw fitness: 544.0000
+    standardized fitness: 544.0000
+        adjusted fitness: 0.9982
 TREE:
- (* (exp (/ (exp (/ eccentricity extent))
-            (exp (exp convex))))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (- (* (log (+ (log eccentricity)
+               (/ eccentricity extent)))
+       (* (exp (exp major))
+          (log (- minor extent))))
+    (exp (log (/ (- minor major)
+                 (- convex extent)))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 24
+                   nodes: 26
                    depth: 5
-                    hits: 633
+                    hits: 544
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 633
-             raw fitness: 633.0000
-    standardized fitness: 633.0000
-        adjusted fitness: 0.9984
+                    hits: 544
+             raw fitness: 544.0000
+    standardized fitness: 544.0000
+        adjusted fitness: 0.9982
 TREE:
- (* (exp (/ (exp (/ eccentricity extent))
-            (exp (exp convex))))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (- (* (log (+ (log eccentricity)
+               (/ eccentricity extent)))
+       (* (exp (exp major))
+          (log (- minor extent))))
+    (exp (log (/ (- minor major)
+                 (- convex extent)))))
 === BEST-OF-RUN ===
       current generation: 3
               generation: 0
-                   nodes: 24
+                   nodes: 26
                    depth: 5
-                    hits: 633
+                    hits: 544
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 633
-             raw fitness: 633.0000
-    standardized fitness: 633.0000
-        adjusted fitness: 0.9984
+                    hits: 544
+             raw fitness: 544.0000
+    standardized fitness: 544.0000
+        adjusted fitness: 0.9982
 TREE:
- (* (exp (/ (exp (/ eccentricity extent))
-            (exp (exp convex))))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (- (* (log (+ (log eccentricity)
+               (/ eccentricity extent)))
+       (* (exp (exp major))
+          (log (- minor extent))))
+    (exp (log (/ (- minor major)
+                 (- convex extent)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 633
+              generation: 4
+                   nodes: 7
+                   depth: 2
+                    hits: 594
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 633
-             raw fitness: 633.0000
-    standardized fitness: 633.0000
-        adjusted fitness: 0.9984
+                    hits: 594
+             raw fitness: 594.0000
+    standardized fitness: 594.0000
+        adjusted fitness: 0.9983
 TREE:
- (* (exp (/ (exp (/ eccentricity extent))
-            (exp (exp convex))))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
-=== BEST-OF-RUN ===
-      current generation: 5
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 633
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 633
-             raw fitness: 633.0000
-    standardized fitness: 633.0000
-        adjusted fitness: 0.9984
-TREE:
- (* (exp (/ (exp (/ eccentricity extent))
-            (exp (exp convex))))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
-=== BEST-OF-RUN ===
-      current generation: 6
-              generation: 6
-                   nodes: 22
-                   depth: 5
-                    hits: 638
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 638
-             raw fitness: 638.0000
-    standardized fitness: 638.0000
-        adjusted fitness: 0.9984
-TREE:
- (* (exp (/ (/ convex minor)
-            (log extent)))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
-=== BEST-OF-RUN ===
-      current generation: 7
-              generation: 6
-                   nodes: 22
-                   depth: 5
-                    hits: 638
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 638
-             raw fitness: 638.0000
-    standardized fitness: 638.0000
-        adjusted fitness: 0.9984
-TREE:
- (* (exp (/ (/ convex minor)
-            (log extent)))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
-=== BEST-OF-RUN ===
-      current generation: 8
-              generation: 6
-                   nodes: 22
-                   depth: 5
-                    hits: 638
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 638
-             raw fitness: 638.0000
-    standardized fitness: 638.0000
-        adjusted fitness: 0.9984
-TREE:
- (* (exp (/ (/ convex minor)
-            (log extent)))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
-=== BEST-OF-RUN ===
-      current generation: 9
-              generation: 6
-                   nodes: 22
-                   depth: 5
-                    hits: 638
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 638
-             raw fitness: 638.0000
-    standardized fitness: 638.0000
-        adjusted fitness: 0.9984
-TREE:
- (* (exp (/ (/ convex minor)
-            (log extent)))
-    (- (exp (- (/ extent major)
-               (* -0.10985 minor)))
-       (exp (log (- extent area)))))
+ (* (- 0.91207 eccentricity)
+    (- extent convex))
diff --git a/cmake-build-relwithdebinfo/run_4/regress.prg b/cmake-build-relwithdebinfo/run_4/regress.prg
index 2bbfc81..8b6c4d8 100644
--- a/cmake-build-relwithdebinfo/run_4/regress.prg
+++ b/cmake-build-relwithdebinfo/run_4/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =   9802.00000, perimeter =    412.36899, major_axis_length =    176.16557, minor_axis_length =     71.48280, eccentricity =      0.91398, convex_area =   9991.00000, extent =      0.56695, type = O
-    area =  12131.00000, perimeter =    444.92599, major_axis_length =    183.83809, minor_axis_length =     85.05927, eccentricity =      0.88652, convex_area =  12419.00000, extent =      0.78416, type = O
-    area =  12387.00000, perimeter =    444.22501, major_axis_length =    178.09758, minor_axis_length =     90.58177, eccentricity =      0.86100, convex_area =  12753.00000, extent =      0.64328, type = O
-    area =  10128.00000, perimeter =    403.72501, major_axis_length =    166.96295, minor_axis_length =     78.24747, eccentricity =      0.88338, convex_area =  10383.00000, extent =      0.67224, type = O
-    area =  16067.00000, perimeter =    526.42499, major_axis_length =    228.94226, minor_axis_length =     90.14622, eccentricity =      0.91922, convex_area =  16370.00000, extent =      0.55586, type = C
-    area =  11618.00000, perimeter =    434.17700, major_axis_length =    179.41545, minor_axis_length =     83.34638, eccentricity =      0.88555, convex_area =  11820.00000, extent =      0.61676, type = O
-    area =  11860.00000, perimeter =    427.02600, major_axis_length =    174.99043, minor_axis_length =     87.09915, eccentricity =      0.86733, convex_area =  12064.00000, extent =      0.61229, type = O
-    area =  15437.00000, perimeter =    512.94800, major_axis_length =    211.40877, minor_axis_length =     94.91480, eccentricity =      0.89355, convex_area =  15984.00000, extent =      0.73161, type = C
-    area =   9760.00000, perimeter =    399.57501, major_axis_length =    167.36522, minor_axis_length =     75.54492, eccentricity =      0.89233, convex_area =  10012.00000, extent =      0.61384, type = O
-    area =  10774.00000, perimeter =    428.79999, major_axis_length =    179.69966, minor_axis_length =     77.92175, eccentricity =      0.90109, convex_area =  11033.00000, extent =      0.71655, type = O
-    area =  12473.00000, perimeter =    470.34000, major_axis_length =    202.44283, minor_axis_length =     79.02430, eccentricity =      0.92066, convex_area =  12806.00000, extent =      0.52598, type = C
-    area =  10697.00000, perimeter =    408.84399, major_axis_length =    163.87523, minor_axis_length =     84.58505, eccentricity =      0.85650, convex_area =  10995.00000, extent =      0.75811, type = O
-    area =  12220.00000, perimeter =    425.04599, major_axis_length =    170.33270, minor_axis_length =     91.93887, eccentricity =      0.84182, convex_area =  12385.00000, extent =      0.72171, type = O
-    area =  13115.00000, perimeter =    461.03601, major_axis_length =    195.01874, minor_axis_length =     86.78284, eccentricity =      0.89553, convex_area =  13381.00000, extent =      0.73846, type = C
-    area =  11883.00000, perimeter =    429.13101, major_axis_length =    171.33429, minor_axis_length =     89.82451, eccentricity =      0.85156, convex_area =  12179.00000, extent =      0.76364, type = O
-    area =  13000.00000, perimeter =    460.37100, major_axis_length =    195.09875, minor_axis_length =     85.72265, eccentricity =      0.89830, convex_area =  13231.00000, extent =      0.58286, type = C
-    area =  14390.00000, perimeter =    497.91901, major_axis_length =    216.37560, minor_axis_length =     85.19570, eccentricity =      0.91922, convex_area =  14586.00000, extent =      0.53790, type = C
-    area =  10806.00000, perimeter =    408.67599, major_axis_length =    163.71594, minor_axis_length =     85.63248, eccentricity =      0.85230, convex_area =  11069.00000, extent =      0.61144, type = O
-    area =  10928.00000, perimeter =    408.86301, major_axis_length =    168.12872, minor_axis_length =     83.06418, eccentricity =      0.86943, convex_area =  11113.00000, extent =      0.62686, type = O
-    area =  11549.00000, perimeter =    440.24799, major_axis_length =    179.11688, minor_axis_length =     84.49580, eccentricity =      0.88174, convex_area =  11961.00000, extent =      0.59540, type = C
-    area =  13860.00000, perimeter =    484.77200, major_axis_length =    200.77663, minor_axis_length =     88.84083, eccentricity =      0.89678, convex_area =  14238.00000, extent =      0.66088, type = C
-    area =  11656.00000, perimeter =    434.39600, major_axis_length =    175.59007, minor_axis_length =     85.71838, eccentricity =      0.87275, convex_area =  11955.00000, extent =      0.59518, type = O
-    area =  11332.00000, perimeter =    449.26001, major_axis_length =    194.78192, minor_axis_length =     75.36935, eccentricity =      0.92210, convex_area =  11671.00000, extent =      0.67368, type = C
-    area =  14910.00000, perimeter =    511.60001, major_axis_length =    221.61229, minor_axis_length =     86.21699, eccentricity =      0.92122, convex_area =  15215.00000, extent =      0.69964, type = C
-    area =  13047.00000, perimeter =    486.36899, major_axis_length =    213.19447, minor_axis_length =     79.28887, eccentricity =      0.92827, convex_area =  13621.00000, extent =      0.61542, type = C
-    area =  12293.00000, perimeter =    445.68701, major_axis_length =    181.87917, minor_axis_length =     87.02768, eccentricity =      0.87809, convex_area =  12524.00000, extent =      0.77637, type = O
-    area =  14533.00000, perimeter =    487.20401, major_axis_length =    196.81499, minor_axis_length =     95.84308, eccentricity =      0.87342, convex_area =  14873.00000, extent =      0.65112, type = C
-    area =  13921.00000, perimeter =    486.38800, major_axis_length =    203.18417, minor_axis_length =     88.83796, eccentricity =      0.89935, convex_area =  14334.00000, extent =      0.58019, type = C
-    area =  11119.00000, perimeter =    415.02399, major_axis_length =    171.28151, minor_axis_length =     83.17962, eccentricity =      0.87416, convex_area =  11346.00000, extent =      0.63234, type = O
-    area =  12800.00000, perimeter =    471.33401, major_axis_length =    203.55943, minor_axis_length =     81.30859, eccentricity =      0.91676, convex_area =  13141.00000, extent =      0.61162, type = C
-    area =  17437.00000, perimeter =    536.89899, major_axis_length =    230.25746, minor_axis_length =     97.31148, eccentricity =      0.90631, convex_area =  17650.00000, extent =      0.75915, type = C
-    area =  11357.00000, perimeter =    427.04099, major_axis_length =    178.59515, minor_axis_length =     81.39304, eccentricity =      0.89011, convex_area =  11546.00000, extent =      0.59673, type = O
-    area =  11443.00000, perimeter =    427.23099, major_axis_length =    176.98198, minor_axis_length =     82.91759, eccentricity =      0.88346, convex_area =  11618.00000, extent =      0.62898, type = O
-    area =  15385.00000, perimeter =    505.57800, major_axis_length =    211.73012, minor_axis_length =     94.12325, eccentricity =      0.89576, convex_area =  15726.00000, extent =      0.58791, type = C
-    area =   9764.00000, perimeter =    390.95700, major_axis_length =    160.22710, minor_axis_length =     78.86163, eccentricity =      0.87049, convex_area =   9956.00000, extent =      0.64881, type = O
-    area =  12466.00000, perimeter =    448.85699, major_axis_length =    181.19337, minor_axis_length =     88.68750, eccentricity =      0.87202, convex_area =  12779.00000, extent =      0.60409, type = O
-    area =  14412.00000, perimeter =    490.32401, major_axis_length =    207.47614, minor_axis_length =     89.68951, eccentricity =      0.90174, convex_area =  14703.00000, extent =      0.59885, type = C
-    area =  11858.00000, perimeter =    437.10901, major_axis_length =    185.81818, minor_axis_length =     82.01722, eccentricity =      0.89732, convex_area =  12017.00000, extent =      0.56906, type = O
-    area =  13256.00000, perimeter =    462.72400, major_axis_length =    194.14876, minor_axis_length =     87.72887, eccentricity =      0.89209, convex_area =  13465.00000, extent =      0.64742, type = C
-    area =  14713.00000, perimeter =    493.21201, major_axis_length =    206.91612, minor_axis_length =     91.64847, eccentricity =      0.89656, convex_area =  15162.00000, extent =      0.59403, type = C
-    area =  10351.00000, perimeter =    408.99600, major_axis_length =    168.56789, minor_axis_length =     78.96164, eccentricity =      0.88350, convex_area =  10526.00000, extent =      0.59410, type = O
-    area =  14725.00000, perimeter =    472.90201, major_axis_length =    193.12355, minor_axis_length =     97.71609, eccentricity =      0.86255, convex_area =  15084.00000, extent =      0.63432, type = C
-    area =  14444.00000, perimeter =    491.14401, major_axis_length =    203.50719, minor_axis_length =     91.60270, eccentricity =      0.89297, convex_area =  14773.00000, extent =      0.57794, type = C
-    area =  10138.00000, perimeter =    414.00900, major_axis_length =    171.61974, minor_axis_length =     77.15939, eccentricity =      0.89323, convex_area =  10425.00000, extent =      0.56643, type = O
-    area =  10846.00000, perimeter =    418.85199, major_axis_length =    172.20677, minor_axis_length =     81.69290, eccentricity =      0.88032, convex_area =  11069.00000, extent =      0.68274, type = O
-    area =  11717.00000, perimeter =    430.91800, major_axis_length =    174.64034, minor_axis_length =     86.09232, eccentricity =      0.87005, convex_area =  11948.00000, extent =      0.65149, type = O
-    area =  10613.00000, perimeter =    423.32901, major_axis_length =    172.11276, minor_axis_length =     79.71240, eccentricity =      0.88628, convex_area =  10881.00000, extent =      0.58697, type = O
-    area =  13340.00000, perimeter =    474.68201, major_axis_length =    201.38533, minor_axis_length =     85.88859, eccentricity =      0.90449, convex_area =  13603.00000, extent =      0.70166, type = O
-    area =   8990.00000, perimeter =    389.37701, major_axis_length =    157.74960, minor_axis_length =     73.91918, eccentricity =      0.88342, convex_area =   9297.00000, extent =      0.62526, type = O
-    area =  14180.00000, perimeter =    485.17099, major_axis_length =    204.10718, minor_axis_length =     89.36078, eccentricity =      0.89907, convex_area =  14471.00000, extent =      0.61981, type = C
-    area =  14542.00000, perimeter =    490.14600, major_axis_length =    208.42993, minor_axis_length =     89.25758, eccentricity =      0.90367, convex_area =  14747.00000, extent =      0.55413, type = C
-    area =  15167.00000, perimeter =    514.23102, major_axis_length =    220.54652, minor_axis_length =     88.99762, eccentricity =      0.91497, convex_area =  15456.00000, extent =      0.62803, type = C
-    area =  11816.00000, perimeter =    446.10001, major_axis_length =    187.14316, minor_axis_length =     81.82019, eccentricity =      0.89936, convex_area =  12069.00000, extent =      0.74671, type = O
-    area =  11146.00000, perimeter =    425.95999, major_axis_length =    179.80118, minor_axis_length =     79.56255, eccentricity =      0.89677, convex_area =  11302.00000, extent =      0.58107, type = O
-    area =  11859.00000, perimeter =    444.80099, major_axis_length =    183.55276, minor_axis_length =     83.57420, eccentricity =      0.89033, convex_area =  12213.00000, extent =      0.76313, type = C
-    area =  11433.00000, perimeter =    426.92499, major_axis_length =    175.86852, minor_axis_length =     84.19808, eccentricity =      0.87795, convex_area =  11719.00000, extent =      0.60752, type = O
-    area =  11496.00000, perimeter =    440.46899, major_axis_length =    185.72256, minor_axis_length =     79.85572, eccentricity =      0.90284, convex_area =  11759.00000, extent =      0.75093, type = O
-    area =  11458.00000, perimeter =    418.85999, major_axis_length =    169.07266, minor_axis_length =     87.52145, eccentricity =      0.85559, convex_area =  11668.00000, extent =      0.75780, type = O
-    area =  10815.00000, perimeter =    420.81500, major_axis_length =    179.96773, minor_axis_length =     77.09937, eccentricity =      0.90359, convex_area =  10981.00000, extent =      0.56921, type = O
-    area =  14652.00000, perimeter =    485.54700, major_axis_length =    201.55360, minor_axis_length =     93.44862, eccentricity =      0.88602, convex_area =  14883.00000, extent =      0.59315, type = C
-    area =  11189.00000, perimeter =    427.47101, major_axis_length =    176.94299, minor_axis_length =     81.42934, eccentricity =      0.88781, convex_area =  11422.00000, extent =      0.59911, type = O
-    area =  12734.00000, perimeter =    447.08401, major_axis_length =    180.24823, minor_axis_length =     91.31796, eccentricity =      0.86217, convex_area =  13019.00000, extent =      0.79488, type = O
-    area =  12269.00000, perimeter =    436.01199, major_axis_length =    177.88475, minor_axis_length =     88.84811, eccentricity =      0.86633, convex_area =  12466.00000, extent =      0.74584, type = O
-    area =  12509.00000, perimeter =    464.50900, major_axis_length =    201.53149, minor_axis_length =     79.65081, eccentricity =      0.91858, convex_area =  12703.00000, extent =      0.54482, type = C
-    area =  11088.00000, perimeter =    421.15701, major_axis_length =    169.42094, minor_axis_length =     85.37567, eccentricity =      0.86375, convex_area =  11373.00000, extent =      0.75413, type = O
-    area =  12426.00000, perimeter =    451.08899, major_axis_length =    185.19102, minor_axis_length =     87.46068, eccentricity =      0.88145, convex_area =  12779.00000, extent =      0.62458, type = C
-    area =  14253.00000, perimeter =    485.02301, major_axis_length =    202.32994, minor_axis_length =     90.59917, eccentricity =      0.89414, convex_area =  14522.00000, extent =      0.62262, type = C
-    area =  12579.00000, perimeter =    452.21701, major_axis_length =    191.24318, minor_axis_length =     84.36917, eccentricity =      0.89743, convex_area =  12889.00000, extent =      0.60029, type = C
-    area =  11199.00000, perimeter =    421.04300, major_axis_length =    170.69112, minor_axis_length =     85.02394, eccentricity =      0.86711, convex_area =  11405.00000, extent =      0.80337, type = O
-    area =  14805.00000, perimeter =    499.63699, major_axis_length =    214.28244, minor_axis_length =     89.17409, eccentricity =      0.90930, convex_area =  15090.00000, extent =      0.57679, type = C
-    area =  14101.00000, perimeter =    479.31601, major_axis_length =    199.08714, minor_axis_length =     90.98013, eccentricity =      0.88947, convex_area =  14383.00000, extent =      0.61969, type = C
-    area =  15121.00000, perimeter =    503.48700, major_axis_length =    212.93852, minor_axis_length =     91.33051, eccentricity =      0.90335, convex_area =  15470.00000, extent =      0.78380, type = C
-    area =  13895.00000, perimeter =    488.25299, major_axis_length =    207.03448, minor_axis_length =     86.16099, eccentricity =      0.90929, convex_area =  14228.00000, extent =      0.78291, type = C
-    area =  11930.00000, perimeter =    434.80600, major_axis_length =    175.30119, minor_axis_length =     87.98391, eccentricity =      0.86492, convex_area =  12260.00000, extent =      0.64382, type = O
-    area =  13334.00000, perimeter =    470.52399, major_axis_length =    194.31920, minor_axis_length =     89.29185, eccentricity =      0.88817, convex_area =  13738.00000, extent =      0.62431, type = C
-    area =  14850.00000, perimeter =    499.20700, major_axis_length =    210.13364, minor_axis_length =     91.14337, eccentricity =      0.90104, convex_area =  15327.00000, extent =      0.58901, type = C
-    area =  14092.00000, perimeter =    499.41699, major_axis_length =    210.96301, minor_axis_length =     86.79673, eccentricity =      0.91144, convex_area =  14618.00000, extent =      0.77293, type = C
-    area =  14686.00000, perimeter =    503.69000, major_axis_length =    212.25868, minor_axis_length =     89.78369, eccentricity =      0.90613, convex_area =  15003.00000, extent =      0.55215, type = C
-    area =  15936.00000, perimeter =    522.76703, major_axis_length =    224.61751, minor_axis_length =     91.12374, eccentricity =      0.91401, convex_area =  16298.00000, extent =      0.60908, type = C
-    area =  15806.00000, perimeter =    513.84497, major_axis_length =    221.19238, minor_axis_length =     91.62951, eccentricity =      0.91016, convex_area =  16043.00000, extent =      0.57487, type = C
-    area =  12184.00000, perimeter =    437.83899, major_axis_length =    180.10709, minor_axis_length =     87.29169, eccentricity =      0.87470, convex_area =  12398.00000, extent =      0.77373, type = O
-    area =  15739.00000, perimeter =    525.00098, major_axis_length =    228.24460, minor_axis_length =     88.84927, eccentricity =      0.92112, convex_area =  15978.00000, extent =      0.57324, type = C
-    area =  12406.00000, perimeter =    449.71399, major_axis_length =    188.50739, minor_axis_length =     84.51765, eccentricity =      0.89386, convex_area =  12602.00000, extent =      0.79833, type = O
-    area =  14356.00000, perimeter =    492.02200, major_axis_length =    209.37556, minor_axis_length =     88.59431, eccentricity =      0.90607, convex_area =  14652.00000, extent =      0.57682, type = C
-    area =  14321.00000, perimeter =    494.34500, major_axis_length =    211.66899, minor_axis_length =     86.82542, eccentricity =      0.91200, convex_area =  14583.00000, extent =      0.56128, type = C
-    area =  14092.00000, perimeter =    466.44800, major_axis_length =    185.17824, minor_axis_length =     98.08611, eccentricity =      0.84819, convex_area =  14434.00000, extent =      0.66384, type = O
-    area =  10015.00000, perimeter =    402.45599, major_axis_length =    159.72668, minor_axis_length =     81.87761, eccentricity =      0.85862, convex_area =  10408.00000, extent =      0.60697, type = O
-    area =  13901.00000, perimeter =    478.84900, major_axis_length =    200.44191, minor_axis_length =     89.34199, eccentricity =      0.89517, convex_area =  14232.00000, extent =      0.56855, type = C
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+    area =  11715.00000, perimeter =    439.70300, major_axis_length =    183.22273, minor_axis_length =     82.48322, eccentricity =      0.89294, convex_area =  11948.00000, extent =      0.60449, type = O
+    area =  13012.00000, perimeter =    466.11899, major_axis_length =    196.22711, minor_axis_length =     85.11974, eccentricity =      0.90102, convex_area =  13242.00000, extent =      0.58193, type = O
+    area =  12659.00000, perimeter =    445.31900, major_axis_length =    179.94334, minor_axis_length =     90.13163, eccentricity =      0.86551, convex_area =  12848.00000, extent =      0.61691, type = O
+    area =   9561.00000, perimeter =    386.08499, major_axis_length =    159.97054, minor_axis_length =     76.79645, eccentricity =      0.87723, convex_area =   9708.00000, extent =      0.70095, type = O
+    area =  15452.00000, perimeter =    513.26202, major_axis_length =    220.03908, minor_axis_length =     90.55234, eccentricity =      0.91140, convex_area =  15775.00000, extent =      0.78119, type = C
+    area =  11485.00000, perimeter =    419.40500, major_axis_length =    175.86812, minor_axis_length =     83.69998, eccentricity =      0.87949, convex_area =  11610.00000, extent =      0.79985, type = O
+    area =  12061.00000, perimeter =    432.68900, major_axis_length =    174.20279, minor_axis_length =     90.06543, eccentricity =      0.85598, convex_area =  12378.00000, extent =      0.62801, type = O
+    area =  11790.00000, perimeter =    444.34299, major_axis_length =    184.42249, minor_axis_length =     82.44761, eccentricity =      0.89450, convex_area =  12103.00000, extent =      0.59606, type = O
+    area =  15158.00000, perimeter =    513.72601, major_axis_length =    218.82001, minor_axis_length =     89.37169, eccentricity =      0.91279, convex_area =  15591.00000, extent =      0.70176, type = C
+    area =  14566.00000, perimeter =    498.02600, major_axis_length =    208.22543, minor_axis_length =     90.54054, eccentricity =      0.90052, convex_area =  14927.00000, extent =      0.56083, type = C
+    area =  13173.00000, perimeter =    467.47601, major_axis_length =    194.67645, minor_axis_length =     87.36396, eccentricity =      0.89365, convex_area =  13443.00000, extent =      0.57316, type = C
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+    area =  14106.00000, perimeter =    485.57999, major_axis_length =    199.92107, minor_axis_length =     91.59042, eccentricity =      0.88888, convex_area =  14515.00000, extent =      0.57623, type = C
+    area =  10150.00000, perimeter =    405.35599, major_axis_length =    169.09583, minor_axis_length =     76.93233, eccentricity =      0.89051, convex_area =  10358.00000, extent =      0.63604, type = O
+    area =  12010.00000, perimeter =    428.14001, major_axis_length =    171.22218, minor_axis_length =     90.10307, eccentricity =      0.85034, convex_area =  12222.00000, extent =      0.66574, type = O
+    area =  13085.00000, perimeter =    446.30701, major_axis_length =    179.17305, minor_axis_length =     94.19096, eccentricity =      0.85067, convex_area =  13319.00000, extent =      0.79457, type = O
+    area =  12489.00000, perimeter =    442.87000, major_axis_length =    176.24304, minor_axis_length =     91.78191, eccentricity =      0.85370, convex_area =  12812.00000, extent =      0.62100, type = O
+    area =  10035.00000, perimeter =    398.09698, major_axis_length =    162.66187, minor_axis_length =     79.64612, eccentricity =      0.87192, convex_area =  10236.00000, extent =      0.59807, type = O
+    area =  12737.00000, perimeter =    445.15399, major_axis_length =    178.93575, minor_axis_length =     91.93398, eccentricity =      0.85792, convex_area =  12942.00000, extent =      0.61854, type = O
+    area =   9854.00000, perimeter =    397.06699, major_axis_length =    169.15323, minor_axis_length =     74.63223, eccentricity =      0.89740, convex_area =   9992.00000, extent =      0.72392, type = O
+    area =  13251.00000, perimeter =    460.53201, major_axis_length =    190.91631, minor_axis_length =     88.99756, eccentricity =      0.88470, convex_area =  13528.00000, extent =      0.74992, type = C
+    area =  13699.00000, perimeter =    480.72900, major_axis_length =    197.97092, minor_axis_length =     89.94907, eccentricity =      0.89082, convex_area =  14178.00000, extent =      0.67205, type = C
+    area =  14184.00000, perimeter =    479.23401, major_axis_length =    197.46431, minor_axis_length =     92.07521, eccentricity =      0.88463, convex_area =  14537.00000, extent =      0.60383, type = C
+    area =  11860.00000, perimeter =    432.05899, major_axis_length =    174.31383, minor_axis_length =     88.15498, eccentricity =      0.86269, convex_area =  12140.00000, extent =      0.71086, type = O
+    area =  10085.00000, perimeter =    404.67999, major_axis_length =    168.40106, minor_axis_length =     77.30437, eccentricity =      0.88841, convex_area =  10342.00000, extent =      0.57171, type = O
+    area =  10297.00000, perimeter =    397.12500, major_axis_length =    160.82759, minor_axis_length =     82.35851, eccentricity =      0.85893, convex_area =  10488.00000, extent =      0.78471, type = O
+    area =  12076.00000, perimeter =    452.54300, major_axis_length =    188.35916, minor_axis_length =     82.79437, eccentricity =      0.89822, convex_area =  12367.00000, extent =      0.70587, type = O
+    area =  15139.00000, perimeter =    508.97000, major_axis_length =    217.33601, minor_axis_length =     89.95793, eccentricity =      0.91032, convex_area =  15394.00000, extent =      0.54989, type = C
+    area =  12886.00000, perimeter =    463.90302, major_axis_length =    193.87659, minor_axis_length =     85.47774, eccentricity =      0.89756, convex_area =  13196.00000, extent =      0.59525, type = C
+    area =  12041.00000, perimeter =    427.29001, major_axis_length =    174.14545, minor_axis_length =     88.91726, eccentricity =      0.85982, convex_area =  12291.00000, extent =      0.63467, type = O
+    area =  11455.00000, perimeter =    405.61899, major_axis_length =    159.57027, minor_axis_length =     92.32996, eccentricity =      0.81560, convex_area =  11639.00000, extent =      0.77619, type = O
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+    area =  11994.00000, perimeter =    444.76099, major_axis_length =    183.44913, minor_axis_length =     84.42697, eccentricity =      0.88780, convex_area =  12262.00000, extent =      0.72419, type = O
+    area =  12609.00000, perimeter =    475.35999, major_axis_length =    202.75441, minor_axis_length =     81.27372, eccentricity =      0.91614, convex_area =  13210.00000, extent =      0.70694, type = C
+    area =  11856.00000, perimeter =    456.42200, major_axis_length =    201.00337, minor_axis_length =     75.42108, eccentricity =      0.92693, convex_area =  12027.00000, extent =      0.71646, type = C
+    area =  10611.00000, perimeter =    414.40201, major_axis_length =    171.14273, minor_axis_length =     79.86786, eccentricity =      0.88443, convex_area =  10874.00000, extent =      0.71392, type = O
+    area =  13683.00000, perimeter =    492.97501, major_axis_length =    213.90919, minor_axis_length =     83.12070, eccentricity =      0.92142, convex_area =  14070.00000, extent =      0.76127, type = C
+    area =  11604.00000, perimeter =    433.11700, major_axis_length =    175.14182, minor_axis_length =     86.71931, eccentricity =      0.86881, convex_area =  12006.00000, extent =      0.68259, type = O
+    area =  10831.00000, perimeter =    425.60101, major_axis_length =    182.23546, minor_axis_length =     76.19516, eccentricity =      0.90839, convex_area =  11017.00000, extent =      0.58864, type = O
+    area =  13104.00000, perimeter =    476.98901, major_axis_length =    202.42511, minor_axis_length =     83.61329, eccentricity =      0.91070, convex_area =  13464.00000, extent =      0.53882, type = C
+    area =  15556.00000, perimeter =    510.51001, major_axis_length =    217.10223, minor_axis_length =     92.77322, eccentricity =      0.90410, convex_area =  15781.00000, extent =      0.60742, type = C
+    area =  12487.00000, perimeter =    437.12100, major_axis_length =    174.21123, minor_axis_length =     92.41957, eccentricity =      0.84768, convex_area =  12808.00000, extent =      0.69546, type = O
+    area =  12356.00000, perimeter =    427.89801, major_axis_length =    173.02116, minor_axis_length =     91.67184, eccentricity =      0.84810, convex_area =  12524.00000, extent =      0.79871, type = O
+    area =  14518.00000, perimeter =    491.22198, major_axis_length =    203.76106, minor_axis_length =     92.34290, eccentricity =      0.89141, convex_area =  14877.00000, extent =      0.74132, type = C
+    area =  13792.00000, perimeter =    475.78201, major_axis_length =    196.70659, minor_axis_length =     90.34711, eccentricity =      0.88828, convex_area =  14183.00000, extent =      0.77327, type = C
+    area =  10975.00000, perimeter =    420.52200, major_axis_length =    169.96675, minor_axis_length =     83.40964, eccentricity =      0.87131, convex_area =  11305.00000, extent =      0.68680, type = O
+    area =  10102.00000, perimeter =    411.80801, major_axis_length =    176.81377, minor_axis_length =     74.26673, eccentricity =      0.90751, convex_area =  10350.00000, extent =      0.57792, type = O
+    area =  12042.00000, perimeter =    441.81000, major_axis_length =    182.17674, minor_axis_length =     85.04359, eccentricity =      0.88435, convex_area =  12302.00000, extent =      0.64080, type = O
+    area =  13907.00000, perimeter =    485.72000, major_axis_length =    202.58109, minor_axis_length =     89.20242, eccentricity =      0.89784, convex_area =  14358.00000, extent =      0.55572, type = C
+    area =  13418.00000, perimeter =    474.90100, major_axis_length =    194.54570, minor_axis_length =     89.70831, eccentricity =      0.88734, convex_area =  13973.00000, extent =      0.60431, type = C
+    area =  13226.00000, perimeter =    480.15701, major_axis_length =    202.74841, minor_axis_length =     84.34415, eccentricity =      0.90936, convex_area =  13617.00000, extent =      0.70705, type = C
+    area =  11359.00000, perimeter =    422.84698, major_axis_length =    171.23999, minor_axis_length =     85.91521, eccentricity =      0.86503, convex_area =  11665.00000, extent =      0.65964, type = O
+    area =  13234.00000, perimeter =    472.35001, major_axis_length =    198.57501, minor_axis_length =     86.26437, eccentricity =      0.90071, convex_area =  13512.00000, extent =      0.74265, type = C
+    area =  12700.00000, perimeter =    452.42801, major_axis_length =    185.61023, minor_axis_length =     88.25030, eccentricity =      0.87974, convex_area =  12910.00000, extent =      0.68075, type = O
+    area =   8968.00000, perimeter =    390.49100, major_axis_length =    166.47694, minor_axis_length =     69.36821, eccentricity =      0.90905, convex_area =   9150.00000, extent =      0.78971, type = O
+    area =  12043.00000, perimeter =    442.07001, major_axis_length =    181.10954, minor_axis_length =     85.57944, eccentricity =      0.88132, convex_area =  12276.00000, extent =      0.60017, type = O
diff --git a/cmake-build-relwithdebinfo/run_4/regress.stt b/cmake-build-relwithdebinfo/run_4/regress.stt
index 8c8df15..8c8423f 100644
--- a/cmake-build-relwithdebinfo/run_4/regress.stt
+++ b/cmake-build-relwithdebinfo/run_4/regress.stt
@@ -1,11 +1,6 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9606	0.9984	0.0000	17.075	3.276	24	5	74	6	0.9606	0.9984	0.0000	17.075	3.276	24	5	74	6	
-1	0	0.9930	0.9984	0.0000	14.729	3.364	24	5	25	6	0.9768	0.9984	0.0000	15.902	3.320	24	5	74	6	
-2	0	0.9917	0.9984	0.0000	13.625	3.379	24	5	38	6	0.9818	0.9984	0.0000	15.143	3.340	24	5	74	6	
-3	0	0.9918	0.9984	0.0000	12.559	3.250	24	5	11	4	0.9843	0.9984	0.0000	14.497	3.317	24	5	74	6	
-4	0	0.9930	0.9984	0.0000	12.924	3.410	24	5	50	9	0.9860	0.9984	0.0000	14.182	3.336	24	5	74	6	
-5	0	0.9955	0.9984	0.0000	12.129	3.264	24	5	10	4	0.9876	0.9984	0.0000	13.840	3.324	24	5	74	6	
-6	0	0.9930	0.9984	0.0000	11.959	3.402	22	5	12	6	0.9884	0.9984	0.0000	13.571	3.335	22	5	74	6	
-7	0	0.9930	0.9984	0.0000	11.894	3.339	22	5	13	4	0.9890	0.9984	0.0000	13.362	3.335	22	5	74	6	
-8	0	0.9955	0.9984	0.0000	11.582	3.361	22	5	11	5	0.9897	0.9984	0.0000	13.164	3.338	22	5	74	6	
-9	0	0.9930	0.9984	0.0000	11.010	3.219	22	5	28	10	0.9900	0.9984	0.0000	12.948	3.326	22	5	74	6	
+0	0	0.9556	0.9982	0.0000	16.346	3.279	26	5	71	6	0.9556	0.9982	0.0000	16.346	3.279	26	5	71	6	
+1	0	0.9905	0.9982	0.0000	14.899	3.301	26	5	49	6	0.9730	0.9982	0.0000	15.623	3.290	26	5	71	6	
+2	0	0.9942	0.9982	0.0000	13.754	3.308	26	5	59	9	0.9801	0.9982	0.0000	15.000	3.296	26	5	71	6	
+3	0	0.9955	0.9982	0.0000	12.221	3.174	26	5	10	4	0.9839	0.9982	0.0000	14.305	3.265	26	5	71	6	
+4	0	0.9967	0.9983	0.0000	11.762	3.234	7	2	54	8	0.9865	0.9983	0.0000	13.796	3.259	7	2	71	6	
diff --git a/cmake-build-relwithdebinfo/run_4/regress.sys b/cmake-build-relwithdebinfo/run_4/regress.sys
index 212958a..21bbc20 100644
--- a/cmake-build-relwithdebinfo/run_4/regress.sys
+++ b/cmake-build-relwithdebinfo/run_4/regress.sys
@@ -14,9 +14,9 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 264.
+    no random number seed specfied; using 3378.
 creating initial population(s):
-    1106 trees were generated to fill the population of 800 (800 trees).
+    1109 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
@@ -29,26 +29,37 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 5.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 6.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 7.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
-=== generation 8.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 9.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      1765252
+               freed:      1717252
+           not freed:      48000
+       max allocated:      443478
+    malloc'ed blocks:      22974
+   realloc'ed blocks:      7
+      free'ed blocks:      22968
+
+------- time -------
+             overall:      2s wall
+          evaluation:      2s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1100
+               freed:      1100
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_5/regress.bst b/cmake-build-relwithdebinfo/run_5/regress.bst
index 4d81ae5..c2930ab 100644
--- a/cmake-build-relwithdebinfo/run_5/regress.bst
+++ b/cmake-build-relwithdebinfo/run_5/regress.bst
@@ -1,21 +1,26 @@
 === BEST-OF-RUN ===
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 TREE-equ:
-y = (exp((log((exp((eccentricity * perimeter)) / eccentricity)) / -0.56864)) * ((log(convex) + (area * -0.82066)) - (major + 0.30614)))
+y = (log(((exp(extent) - (convex * convex)) * ((area / perimeter) + (minor - minor)))) * (log(exp((perimeter + major))) - (((extent * perimeter) * (minor * perimeter)) / ((eccentricity + extent) + (major + perimeter)))))
diff --git a/cmake-build-relwithdebinfo/run_5/regress.fn b/cmake-build-relwithdebinfo/run_5/regress.fn
index 2252831..7d013e5 100644
--- a/cmake-build-relwithdebinfo/run_5/regress.fn
+++ b/cmake-build-relwithdebinfo/run_5/regress.fn
@@ -1,15 +1,20 @@
-Hits: 2517, Total Size: 2810, Percent Hit: 89.572954
-CC: 851
-CO: 263
-OO: 1666
-OC: 30
-Fitness: 0.998865
-Hits: 880
+Hits: 2004, Total Size: 2810, Percent Hit: 71.316726
+CC: 346
+CO: 806
+OO: 1658
+OC: 0
+Fitness: 0.998521
+Hits: 675
 
 
-y = (exp((log((exp((eccentricity * perimeter)) / eccentricity)) / -0.56864)) * ((log(convex) + (area * -0.82066)) - (major + 0.30614)))
+y = (log(((exp(extent) - (convex * convex)) * ((area / perimeter) + (minor - minor)))) * (log(exp((perimeter + major))) - (((extent * perimeter) * (minor * perimeter)) / ((eccentricity + extent) + (major + perimeter)))))
 
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
diff --git a/cmake-build-relwithdebinfo/run_5/regress.his b/cmake-build-relwithdebinfo/run_5/regress.his
index f37354f..b530390 100644
--- a/cmake-build-relwithdebinfo/run_5/regress.his
+++ b/cmake-build-relwithdebinfo/run_5/regress.his
@@ -1,1044 +1,250 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 27
-                   depth: 6
-                    hits: 664
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 664
-             raw fitness: 664.0000
-    standardized fitness: 664.0000
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
         adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (* (- area 0.44061)
-                      (/ eccentricity minor)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ -0.16227 eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 27
-                   depth: 6
-                    hits: 664
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 664
-             raw fitness: 664.0000
-    standardized fitness: 664.0000
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
         adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (* (- area 0.44061)
-                      (/ eccentricity minor)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ -0.16227 eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 27
-                   depth: 6
-                    hits: 664
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 664
-             raw fitness: 664.0000
-    standardized fitness: 664.0000
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
         adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (* (- area 0.44061)
-                      (/ eccentricity minor)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ -0.16227 eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 3
-                   nodes: 6
-                   depth: 3
-                    hits: 725
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 725
-             raw fitness: 725.0000
-    standardized fitness: 725.0000
-        adjusted fitness: 0.9986
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (log (+ 0.18878
-         (* eccentricity eccentricity)))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 37
+                   depth: 5
+                    hits: 675
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 675
+             raw fitness: 675.0000
+    standardized fitness: 675.0000
+        adjusted fitness: 0.9985
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 10
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 11
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 12
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 13
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 14
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 15
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 16
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 17
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 18
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 19
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 20
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 21
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 22
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 23
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
-TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
-=== BEST-OF-RUN ===
-      current generation: 24
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 25
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 26
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 27
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 28
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 29
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 30
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 31
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 32
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 33
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 34
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 35
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 36
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 37
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 38
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 39
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 40
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 41
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 42
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 43
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 44
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 45
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 46
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 47
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 48
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
-=== BEST-OF-RUN ===
-      current generation: 49
-              generation: 24
-                   nodes: 21
-                   depth: 7
-                    hits: 880
-TOP INDIVIDUAL:
-
-
-
--- #1 --
-                    hits: 880
-             raw fitness: 880.0000
-    standardized fitness: 880.0000
-        adjusted fitness: 0.9989
-TREE:
- (* (exp (/ (log (/ (exp (* eccentricity perimeter)) eccentricity)) -0.56864))
-    (- (+ (log convex)
-          (* area -0.82066))
-       (+ major 0.30614)))
+ (* (log (* (- (exp extent)
+               (* convex convex))
+            (+ (/ area perimeter)
+               (- minor minor))))
+    (- (log (exp (+ perimeter major)))
+       (/ (* (* extent perimeter)
+             (* minor perimeter))
+          (+ (+ eccentricity extent)
+             (+ major perimeter)))))
diff --git a/cmake-build-relwithdebinfo/run_5/regress.prg b/cmake-build-relwithdebinfo/run_5/regress.prg
index 3993b35..41f2448 100644
--- a/cmake-build-relwithdebinfo/run_5/regress.prg
+++ b/cmake-build-relwithdebinfo/run_5/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  11708.00000, perimeter =    423.94101, major_axis_length =    173.93201, minor_axis_length =     85.92611, eccentricity =      0.86945, convex_area =  11918.00000, extent =      0.61132, type = O
-    area =  13200.00000, perimeter =    477.85101, major_axis_length =    202.59695, minor_axis_length =     83.68837, eccentricity =      0.91070, convex_area =  13585.00000, extent =      0.64140, type = C
-    area =   9802.00000, perimeter =    412.36899, major_axis_length =    176.16557, minor_axis_length =     71.48280, eccentricity =      0.91398, convex_area =   9991.00000, extent =      0.56695, type = O
-    area =  16067.00000, perimeter =    526.42499, major_axis_length =    228.94226, minor_axis_length =     90.14622, eccentricity =      0.91922, convex_area =  16370.00000, extent =      0.55586, type = C
-    area =  13901.00000, perimeter =    478.84900, major_axis_length =    200.44191, minor_axis_length =     89.34199, eccentricity =      0.89517, convex_area =  14232.00000, extent =      0.56855, type = C
-    area =  12202.00000, perimeter =    442.36200, major_axis_length =    180.03778, minor_axis_length =     87.39918, eccentricity =      0.87426, convex_area =  12521.00000, extent =      0.77918, type = C
-    area =  10496.00000, perimeter =    407.32300, major_axis_length =    167.92937, minor_axis_length =     80.18907, eccentricity =      0.87862, convex_area =  10666.00000, extent =      0.70330, type = O
-    area =  13139.00000, perimeter =    472.25101, major_axis_length =    202.59767, minor_axis_length =     83.79178, eccentricity =      0.91046, convex_area =  13379.00000, extent =      0.78367, type = C
-    area =  13196.00000, perimeter =    474.98801, major_axis_length =    199.98131, minor_axis_length =     85.65816, eccentricity =      0.90362, convex_area =  13463.00000, extent =      0.55646, type = C
-    area =  14172.00000, perimeter =    500.42899, major_axis_length =    218.57156, minor_axis_length =     83.36391, eccentricity =      0.92441, convex_area =  14399.00000, extent =      0.60882, type = C
-    area =  11883.00000, perimeter =    438.21899, major_axis_length =    178.86168, minor_axis_length =     86.56590, eccentricity =      0.87508, convex_area =  12204.00000, extent =      0.67128, type = O
-    area =  12754.00000, perimeter =    450.72400, major_axis_length =    186.26735, minor_axis_length =     88.71730, eccentricity =      0.87929, convex_area =  13063.00000, extent =      0.80163, type = O
-    area =  11893.00000, perimeter =    441.39999, major_axis_length =    182.08620, minor_axis_length =     84.24277, eccentricity =      0.88654, convex_area =  12092.00000, extent =      0.57840, type = O
-    area =  12801.00000, perimeter =    459.42401, major_axis_length =    195.09933, minor_axis_length =     84.79961, eccentricity =      0.90060, convex_area =  13058.00000, extent =      0.76160, type = C
-    area =  12155.00000, perimeter =    434.27499, major_axis_length =    174.77681, minor_axis_length =     89.50150, eccentricity =      0.85893, convex_area =  12388.00000, extent =      0.80295, type = O
-    area =  12613.00000, perimeter =    450.20599, major_axis_length =    184.87573, minor_axis_length =     88.06604, eccentricity =      0.87925, convex_area =  12832.00000, extent =      0.60730, type = O
-    area =  13335.00000, perimeter =    469.71399, major_axis_length =    199.29723, minor_axis_length =     85.91238, eccentricity =      0.90232, convex_area =  13657.00000, extent =      0.61679, type = C
-    area =  10286.00000, perimeter =    418.28900, major_axis_length =    175.14859, minor_axis_length =     75.85381, eccentricity =      0.90135, convex_area =  10548.00000, extent =      0.64159, type = O
-    area =  12988.00000, perimeter =    461.99100, major_axis_length =    188.77290, minor_axis_length =     88.50922, eccentricity =      0.88327, convex_area =  13259.00000, extent =      0.59515, type = C
-    area =  10729.00000, perimeter =    414.69901, major_axis_length =    171.72987, minor_axis_length =     81.42698, eccentricity =      0.88044, convex_area =  10987.00000, extent =      0.79421, type = O
-    area =  16519.00000, perimeter =    533.21802, major_axis_length =    224.20227, minor_axis_length =     95.21686, eccentricity =      0.90534, convex_area =  17041.00000, extent =      0.74076, type = C
-    area =  12249.00000, perimeter =    440.38599, major_axis_length =    178.58810, minor_axis_length =     88.66050, eccentricity =      0.86806, convex_area =  12538.00000, extent =      0.77320, type = O
-    area =  12205.00000, perimeter =    438.35599, major_axis_length =    174.43573, minor_axis_length =     90.32648, eccentricity =      0.85549, convex_area =  12491.00000, extent =      0.61848, type = O
-    area =  11982.00000, perimeter =    448.86401, major_axis_length =    188.14598, minor_axis_length =     81.85522, eccentricity =      0.90040, convex_area =  12206.00000, extent =      0.62815, type = O
-    area =  11352.00000, perimeter =    422.32401, major_axis_length =    171.01981, minor_axis_length =     85.81471, eccentricity =      0.86499, convex_area =  11581.00000, extent =      0.78571, type = O
-    area =  13553.00000, perimeter =    455.19000, major_axis_length =    179.36023, minor_axis_length =     97.49702, eccentricity =      0.83936, convex_area =  13877.00000, extent =      0.72121, type = O
-    area =  12008.00000, perimeter =    433.23401, major_axis_length =    184.12741, minor_axis_length =     83.70604, eccentricity =      0.89069, convex_area =  12129.00000, extent =      0.64403, type = O
-    area =  11719.00000, perimeter =    430.51199, major_axis_length =    175.51746, minor_axis_length =     86.51001, eccentricity =      0.87009, convex_area =  12000.00000, extent =      0.69931, type = O
-    area =  14198.00000, perimeter =    485.90302, major_axis_length =    205.10435, minor_axis_length =     89.31972, eccentricity =      0.90020, convex_area =  14414.00000, extent =      0.56584, type = C
-    area =  12153.00000, perimeter =    451.21100, major_axis_length =    187.76920, minor_axis_length =     83.64883, eccentricity =      0.89529, convex_area =  12497.00000, extent =      0.70649, type = C
-    area =  12820.00000, perimeter =    459.17099, major_axis_length =    193.70509, minor_axis_length =     84.83408, eccentricity =      0.89900, convex_area =  13002.00000, extent =      0.59617, type = C
-    area =  13605.00000, perimeter =    466.93701, major_axis_length =    191.52223, minor_axis_length =     91.73205, eccentricity =      0.87784, convex_area =  13919.00000, extent =      0.61201, type = C
-    area =  11764.00000, perimeter =    428.56100, major_axis_length =    171.58627, minor_axis_length =     88.72550, eccentricity =      0.85593, convex_area =  12125.00000, extent =      0.68803, type = O
-    area =  11088.00000, perimeter =    430.58701, major_axis_length =    184.72202, minor_axis_length =     77.01331, eccentricity =      0.90895, convex_area =  11263.00000, extent =      0.62836, type = O
-    area =  10366.00000, perimeter =    403.45999, major_axis_length =    162.35617, minor_axis_length =     83.06848, eccentricity =      0.85920, convex_area =  10680.00000, extent =      0.70753, type = O
-    area =   9764.00000, perimeter =    390.95700, major_axis_length =    160.22710, minor_axis_length =     78.86163, eccentricity =      0.87049, convex_area =   9956.00000, extent =      0.64881, type = O
-    area =  14873.00000, perimeter =    499.61600, major_axis_length =    210.27750, minor_axis_length =     91.58362, eccentricity =      0.90017, convex_area =  15195.00000, extent =      0.57303, type = C
-    area =  13169.00000, perimeter =    474.83701, major_axis_length =    201.38011, minor_axis_length =     84.48709, eccentricity =      0.90774, convex_area =  13505.00000, extent =      0.54711, type = C
-    area =  13005.00000, perimeter =    467.79999, major_axis_length =    199.96500, minor_axis_length =     83.36131, eccentricity =      0.90896, convex_area =  13251.00000, extent =      0.55293, type = O
-    area =  13816.00000, perimeter =    484.27600, major_axis_length =    199.01349, minor_axis_length =     89.86625, eccentricity =      0.89224, convex_area =  14356.00000, extent =      0.64246, type = C
-    area =  10590.00000, perimeter =    412.50699, major_axis_length =    173.71124, minor_axis_length =     78.52342, eccentricity =      0.89200, convex_area =  10743.00000, extent =      0.78392, type = O
-    area =  12434.00000, perimeter =    454.89301, major_axis_length =    193.15796, minor_axis_length =     82.85860, eccentricity =      0.90332, convex_area =  12652.00000, extent =      0.70368, type = C
-    area =  11658.00000, perimeter =    424.53400, major_axis_length =    170.76994, minor_axis_length =     88.24642, eccentricity =      0.85613, convex_area =  11963.00000, extent =      0.68299, type = O
-    area =  12368.00000, perimeter =    449.85800, major_axis_length =    182.73238, minor_axis_length =     87.26391, eccentricity =      0.87860, convex_area =  12722.00000, extent =      0.60866, type = O
-    area =  14784.00000, perimeter =    481.98599, major_axis_length =    200.02716, minor_axis_length =     94.98056, eccentricity =      0.88007, convex_area =  15005.00000, extent =      0.72159, type = C
-    area =  12863.00000, perimeter =    448.50800, major_axis_length =    182.86191, minor_axis_length =     90.77281, eccentricity =      0.86809, convex_area =  13133.00000, extent =      0.73621, type = O
-    area =  13722.00000, perimeter =    482.34299, major_axis_length =    202.27818, minor_axis_length =     87.75389, eccentricity =      0.90100, convex_area =  14189.00000, extent =      0.60567, type = C
-    area =  12274.00000, perimeter =    441.85300, major_axis_length =    179.85391, minor_axis_length =     87.76014, eccentricity =      0.87287, convex_area =  12587.00000, extent =      0.61598, type = O
-    area =  14410.00000, perimeter =    483.80899, major_axis_length =    200.63506, minor_axis_length =     92.52118, eccentricity =      0.88733, convex_area =  14788.00000, extent =      0.58321, type = C
-    area =   9495.00000, perimeter =    386.59000, major_axis_length =    160.57245, minor_axis_length =     75.85518, eccentricity =      0.88138, convex_area =   9640.00000, extent =      0.66894, type = O
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+    area =  14226.00000, perimeter =    491.38901, major_axis_length =    213.78671, minor_axis_length =     85.35412, eccentricity =      0.91684, convex_area =  14483.00000, extent =      0.66439, type = C
+    area =  12599.00000, perimeter =    455.28101, major_axis_length =    188.01591, minor_axis_length =     86.37449, eccentricity =      0.88823, convex_area =  12897.00000, extent =      0.62125, type = C
+    area =  11451.00000, perimeter =    426.24701, major_axis_length =    176.12180, minor_axis_length =     84.35532, eccentricity =      0.87784, convex_area =  11666.00000, extent =      0.60848, type = O
+    area =  14626.00000, perimeter =    496.58600, major_axis_length =    204.53413, minor_axis_length =     92.97487, eccentricity =      0.89071, convex_area =  15070.00000, extent =      0.57021, type = C
+    area =  13170.00000, perimeter =    472.10199, major_axis_length =    200.19543, minor_axis_length =     84.87552, eccentricity =      0.90568, convex_area =  13383.00000, extent =      0.54494, type = C
+    area =  14800.00000, perimeter =    502.61899, major_axis_length =    213.99492, minor_axis_length =     88.85567, eccentricity =      0.90972, convex_area =  15123.00000, extent =      0.79123, type = C
+    area =  14563.00000, perimeter =    496.77600, major_axis_length =    206.12715, minor_axis_length =     91.53044, eccentricity =      0.89600, convex_area =  15116.00000, extent =      0.59105, type = C
+    area =  11795.00000, perimeter =    428.75000, major_axis_length =    175.96001, minor_axis_length =     86.42063, eccentricity =      0.87108, convex_area =  12016.00000, extent =      0.73811, type = O
+    area =  15035.00000, perimeter =    486.65302, major_axis_length =    198.21983, minor_axis_length =     97.85750, eccentricity =      0.86964, convex_area =  15279.00000, extent =      0.62376, type = C
+    area =  16513.00000, perimeter =    525.98401, major_axis_length =    219.27544, minor_axis_length =     97.95169, eccentricity =      0.89468, convex_area =  16950.00000, extent =      0.61015, type = C
+    area =   9050.00000, perimeter =    379.89899, major_axis_length =    152.87093, minor_axis_length =     77.10934, eccentricity =      0.86347, convex_area =   9387.00000, extent =      0.67487, type = O
+    area =  11545.00000, perimeter =    431.11600, major_axis_length =    174.73683, minor_axis_length =     85.66144, eccentricity =      0.87159, convex_area =  11911.00000, extent =      0.65300, type = O
+    area =  16390.00000, perimeter =    502.67801, major_axis_length =    207.04866, minor_axis_length =    101.51714, eccentricity =      0.87155, convex_area =  16635.00000, extent =      0.71450, type = C
+    area =  12192.00000, perimeter =    428.59299, major_axis_length =    172.94958, minor_axis_length =     90.53119, eccentricity =      0.85205, convex_area =  12383.00000, extent =      0.74052, type = O
+    area =  11504.00000, perimeter =    432.44400, major_axis_length =    175.78508, minor_axis_length =     84.95903, eccentricity =      0.87545, convex_area =  11861.00000, extent =      0.58802, type = O
diff --git a/cmake-build-relwithdebinfo/run_5/regress.stt b/cmake-build-relwithdebinfo/run_5/regress.stt
index c966b95..ff949b6 100644
--- a/cmake-build-relwithdebinfo/run_5/regress.stt
+++ b/cmake-build-relwithdebinfo/run_5/regress.stt
@@ -1,51 +1,11 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9569	0.9985	0.0000	18.383	3.362	27	6	42	6	0.9569	0.9985	0.0000	18.383	3.362	27	6	42	6	
-1	0	0.9930	0.9985	0.0000	16.562	3.461	27	6	25	6	0.9750	0.9985	0.0000	17.473	3.412	27	6	42	6	
-2	0	0.9931	0.9985	0.0000	15.145	3.539	27	6	50	8	0.9810	0.9985	0.0000	16.697	3.454	27	6	42	6	
-3	0	0.9893	0.9986	0.0000	13.925	3.576	6	3	40	6	0.9831	0.9986	0.0000	16.004	3.485	6	3	42	6	
-4	0	0.9906	0.9987	0.0000	13.505	3.482	27	7	54	7	0.9846	0.9987	0.0000	15.504	3.484	27	7	42	6	
-5	0	0.9943	0.9987	0.0000	12.215	3.419	27	7	32	6	0.9862	0.9987	0.0000	14.956	3.473	27	7	42	6	
-6	0	0.9906	0.9987	0.0000	12.851	3.545	27	7	36	10	0.9868	0.9987	0.0000	14.655	3.484	27	7	42	6	
-7	0	0.9943	0.9987	0.0000	12.195	3.440	27	7	73	9	0.9877	0.9987	0.0000	14.348	3.478	27	7	42	6	
-8	0	0.9955	0.9987	0.0000	10.810	3.185	27	7	29	8	0.9886	0.9987	0.0000	13.955	3.446	27	7	42	6	
-9	0	0.9943	0.9987	0.0000	10.465	3.053	27	7	11	4	0.9892	0.9987	0.0000	13.606	3.406	27	7	42	6	
-10	0	0.9955	0.9987	0.0000	10.011	2.991	27	7	6	3	0.9898	0.9987	0.0000	13.279	3.369	27	7	42	6	
-11	0	0.9980	0.9987	0.9976	9.420	2.942	27	7	7	3	0.9905	0.9987	0.0000	12.957	3.333	27	7	42	6	
-12	0	0.9968	0.9987	0.0000	9.861	2.985	27	7	36	6	0.9909	0.9987	0.0000	12.719	3.306	27	7	42	6	
-13	0	0.9931	0.9987	0.0000	9.474	2.947	27	7	31	11	0.9911	0.9987	0.0000	12.487	3.281	27	7	42	6	
-14	0	0.9980	0.9987	0.9978	9.531	2.910	27	7	14	5	0.9916	0.9987	0.0000	12.290	3.256	27	7	42	6	
-15	0	0.9943	0.9987	0.0000	9.887	3.069	27	7	15	4	0.9917	0.9987	0.0000	12.140	3.244	27	7	42	6	
-16	0	0.9968	0.9987	0.0000	9.908	3.069	27	7	6	3	0.9920	0.9987	0.0000	12.009	3.234	27	7	42	6	
-17	0	0.9968	0.9987	0.0000	9.604	2.969	27	7	13	5	0.9923	0.9987	0.0000	11.875	3.219	27	7	42	6	
-18	0	0.9955	0.9987	0.0000	8.815	2.831	27	7	55	7	0.9925	0.9987	0.0000	11.714	3.199	27	7	42	6	
-19	0	0.9968	0.9987	0.0000	8.196	2.820	27	7	17	5	0.9927	0.9987	0.0000	11.538	3.180	27	7	42	6	
-20	0	0.9980	0.9987	0.9978	8.120	2.845	27	7	12	6	0.9929	0.9987	0.0000	11.375	3.164	27	7	42	6	
-21	0	0.9980	0.9987	0.9978	7.763	2.781	27	7	5	2	0.9932	0.9987	0.0000	11.211	3.146	27	7	42	6	
-22	0	0.9980	0.9987	0.9978	7.459	2.684	27	7	28	7	0.9934	0.9987	0.0000	11.048	3.126	27	7	42	6	
-23	0	0.9968	0.9987	0.0000	7.419	2.659	27	7	9	4	0.9935	0.9987	0.0000	10.897	3.107	27	7	42	6	
-24	0	0.9968	0.9989	0.0000	7.237	2.572	21	7	10	4	0.9937	0.9989	0.0000	10.750	3.086	21	7	42	6	
-25	0	0.9968	0.9989	0.0000	6.768	2.501	21	7	49	12	0.9938	0.9989	0.0000	10.597	3.063	21	7	42	6	
-26	0	0.9955	0.9989	0.0000	6.346	2.368	21	7	26	9	0.9938	0.9989	0.0000	10.440	3.037	21	7	42	6	
-27	0	0.9980	0.9989	0.9974	6.375	2.309	21	7	19	6	0.9940	0.9989	0.0000	10.295	3.011	21	7	42	6	
-28	0	0.9968	0.9989	0.0000	6.322	2.360	21	7	23	8	0.9941	0.9989	0.0000	10.158	2.989	21	7	42	6	
-29	0	0.9980	0.9989	0.9968	6.343	2.391	21	7	11	4	0.9942	0.9989	0.0000	10.030	2.969	21	7	42	6	
-30	0	0.9980	0.9989	0.9979	6.145	2.336	21	7	5	3	0.9943	0.9989	0.0000	9.905	2.948	21	7	42	6	
-31	0	0.9968	0.9989	0.0000	6.130	2.348	21	7	14	5	0.9944	0.9989	0.0000	9.787	2.930	21	7	42	6	
-32	0	0.9968	0.9989	0.0000	5.984	2.268	21	7	9	3	0.9945	0.9989	0.0000	9.672	2.910	21	7	42	6	
-33	0	0.9980	0.9989	0.9967	5.476	2.106	21	7	26	9	0.9946	0.9989	0.0000	9.549	2.886	21	7	42	6	
-34	0	0.9980	0.9989	0.9911	5.279	2.044	21	7	17	7	0.9947	0.9989	0.0000	9.427	2.862	21	7	42	6	
-35	0	0.9968	0.9989	0.0000	5.361	2.096	21	7	6	3	0.9947	0.9989	0.0000	9.314	2.841	21	7	42	6	
-36	0	0.9968	0.9989	0.0000	5.105	2.025	21	7	15	5	0.9948	0.9989	0.0000	9.200	2.819	21	7	42	6	
-37	0	0.9955	0.9989	0.0000	4.906	1.936	21	7	12	5	0.9948	0.9989	0.0000	9.087	2.795	21	7	42	6	
-38	0	0.9968	0.9989	0.0000	4.942	1.950	21	7	9	3	0.9949	0.9989	0.0000	8.981	2.774	21	7	42	6	
-39	0	0.9980	0.9989	0.9978	4.942	1.938	21	7	8	3	0.9950	0.9989	0.0000	8.880	2.753	21	7	42	6	
-40	0	0.9980	0.9989	0.9978	5.253	2.031	21	7	14	5	0.9950	0.9989	0.0000	8.791	2.735	21	7	42	6	
-41	0	0.9980	0.9989	0.9978	5.355	2.085	21	7	14	5	0.9951	0.9989	0.0000	8.709	2.720	21	7	42	6	
-42	0	0.9968	0.9989	0.0000	5.266	2.040	21	7	7	3	0.9951	0.9989	0.0000	8.629	2.704	21	7	42	6	
-43	0	0.9980	0.9989	0.9973	5.339	2.035	21	7	7	3	0.9952	0.9989	0.0000	8.555	2.689	21	7	42	6	
-44	0	0.9968	0.9989	0.0000	5.085	1.951	21	7	9	4	0.9952	0.9989	0.0000	8.477	2.672	21	7	42	6	
-45	0	0.9968	0.9989	0.0000	4.966	1.869	21	7	7	3	0.9953	0.9989	0.0000	8.401	2.655	21	7	42	6	
-46	0	0.9980	0.9989	0.9973	5.232	1.989	21	7	7	3	0.9953	0.9989	0.0000	8.334	2.641	21	7	42	6	
-47	0	0.9968	0.9989	0.0000	5.129	1.946	21	7	12	5	0.9954	0.9989	0.0000	8.267	2.626	21	7	42	6	
-48	0	0.9980	0.9989	0.9979	4.820	1.859	21	7	9	3	0.9954	0.9989	0.0000	8.197	2.611	21	7	42	6	
-49	0	0.9980	0.9989	0.9979	5.004	1.927	21	7	14	7	0.9955	0.9989	0.0000	8.133	2.597	21	7	42	6	
+0	0	0.9593	0.9985	0.0000	16.674	3.341	37	5	87	6	0.9593	0.9985	0.0000	16.674	3.341	37	5	87	6	
+1	0	0.9942	0.9985	0.0000	15.420	3.426	37	5	27	5	0.9767	0.9985	0.0000	16.047	3.384	37	5	87	6	
+2	0	0.9892	0.9985	0.0000	15.172	3.566	37	5	34	8	0.9809	0.9985	0.0000	15.755	3.445	37	5	87	6	
+3	0	0.9955	0.9985	0.0000	14.215	3.490	37	5	66	10	0.9845	0.9985	0.0000	15.370	3.456	37	5	87	6	
+4	0	0.9892	0.9985	0.0000	14.430	3.656	37	5	58	7	0.9855	0.9985	0.0000	15.182	3.496	37	5	87	6	
+5	0	0.9954	0.9985	0.0000	14.351	3.695	37	5	64	10	0.9871	0.9985	0.0000	15.044	3.529	37	5	87	6	
+6	0	0.9955	0.9985	0.0000	13.726	3.624	37	5	59	7	0.9883	0.9985	0.0000	14.856	3.543	37	5	87	6	
+7	0	0.9942	0.9985	0.0000	13.490	3.695	37	5	28	8	0.9891	0.9985	0.0000	14.685	3.562	37	5	87	6	
+8	0	0.9967	0.9985	0.0000	13.564	3.695	37	5	33	9	0.9899	0.9985	0.0000	14.560	3.577	37	5	87	6	
+9	0	0.9942	0.9985	0.0000	13.207	3.664	37	5	46	8	0.9903	0.9985	0.0000	14.425	3.585	37	5	87	6	
diff --git a/cmake-build-relwithdebinfo/run_5/regress.sys b/cmake-build-relwithdebinfo/run_5/regress.sys
index ca26f80..dd91042 100644
--- a/cmake-build-relwithdebinfo/run_5/regress.sys
+++ b/cmake-build-relwithdebinfo/run_5/regress.sys
@@ -14,9 +14,9 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 36.
+    no random number seed specfied; using 2253.
 creating initial population(s):
-    1108 trees were generated to fill the population of 800 (800 trees).
+    1103 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
@@ -29,146 +29,52 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 4.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 8.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 9.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 10.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
-=== generation 11.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 12.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 13.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 14.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 15.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 16.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 17.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 18.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 19.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 20.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 21.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 22.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 23.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 24.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 25.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 26.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 27.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 28.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 29.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 30.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 31.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 32.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 33.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 34.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 35.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 36.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 37.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 38.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 39.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 40.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 41.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 42.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 43.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 44.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 45.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 46.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 47.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 48.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
-=== generation 49.
-    evaluation complete.  (0s wall)
-    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      3258653
+               freed:      3210653
+           not freed:      48000
+       max allocated:      448902
+    malloc'ed blocks:      36660
+   realloc'ed blocks:      7
+      free'ed blocks:      36654
+
+------- time -------
+             overall:      4s wall
+          evaluation:      4s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1323
+               freed:      1323
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_6/regress.bst b/cmake-build-relwithdebinfo/run_6/regress.bst
index 8ff1c73..91d82b3 100644
--- a/cmake-build-relwithdebinfo/run_6/regress.bst
+++ b/cmake-build-relwithdebinfo/run_6/regress.bst
@@ -1,22 +1,23 @@
 === BEST-OF-RUN ===
-              generation: 0
-                   nodes: 24
+              generation: 5
+                   nodes: 19
                    depth: 5
-                    hits: 668
+                    hits: 801
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
 TREE-equ:
-y = (((log((major - minor)) - log((eccentricity + minor))) / log(((minor * area) - (area / minor)))) * exp(exp(exp(log(major)))))
+y = (log(extent) / (exp(major) * ((exp(perimeter) / exp(eccentricity)) * ((convex + extent) * (convex * convex)))))
diff --git a/cmake-build-relwithdebinfo/run_6/regress.fn b/cmake-build-relwithdebinfo/run_6/regress.fn
index 6c2f51e..b2dac9c 100644
--- a/cmake-build-relwithdebinfo/run_6/regress.fn
+++ b/cmake-build-relwithdebinfo/run_6/regress.fn
@@ -1,16 +1,17 @@
-Hits: 1634, Total Size: 2810, Percent Hit: 58.149466
-CC: 1093
-CO: 18
-OO: 541
-OC: 1158
-Fitness: 0.998505
-Hits: 668
+Hits: 2410, Total Size: 2810, Percent Hit: 85.765125
+CC: 720
+CO: 385
+OO: 1690
+OC: 15
+Fitness: 0.998753
+Hits: 801
 
 
-y = (((log((major - minor)) - log((eccentricity + minor))) / log(((minor * area) - (area / minor)))) * exp(exp(exp(log(major)))))
+y = (log(extent) / (exp(major) * ((exp(perimeter) / exp(eccentricity)) * ((convex + extent) * (convex * convex)))))
 
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
diff --git a/cmake-build-relwithdebinfo/run_6/regress.his b/cmake-build-relwithdebinfo/run_6/regress.his
index e3d6803..4335130 100644
--- a/cmake-build-relwithdebinfo/run_6/regress.his
+++ b/cmake-build-relwithdebinfo/run_6/regress.his
@@ -1,210 +1,697 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 24
+                   nodes: 57
                    depth: 5
-                    hits: 668
+                    hits: 618
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 618
+             raw fitness: 618.0000
+    standardized fitness: 618.0000
+        adjusted fitness: 0.9984
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (+ (+ (exp (* convex minor))
+          (+ (/ eccentricity minor)
+             (- extent minor)))
+       (+ (- (- eccentricity minor)
+             (/ minor convex))
+          (- (log area)
+             (log extent))))
+    (+ (- (/ (+ minor extent)
+             (/ -0.54736 area))
+          (* (- area convex)
+             (* convex extent)))
+       (/ (/ (log perimeter)
+             (/ extent major))
+          (+ (- minor 0.75140)
+             (- major 0.85421)))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 24
+                   nodes: 57
                    depth: 5
-                    hits: 668
+                    hits: 618
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 618
+             raw fitness: 618.0000
+    standardized fitness: 618.0000
+        adjusted fitness: 0.9984
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (+ (+ (exp (* convex minor))
+          (+ (/ eccentricity minor)
+             (- extent minor)))
+       (+ (- (- eccentricity minor)
+             (/ minor convex))
+          (- (log area)
+             (log extent))))
+    (+ (- (/ (+ minor extent)
+             (/ -0.54736 area))
+          (* (- area convex)
+             (* convex extent)))
+       (/ (/ (log perimeter)
+             (/ extent major))
+          (+ (- minor 0.75140)
+             (- major 0.85421)))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 24
+                   nodes: 57
                    depth: 5
-                    hits: 668
+                    hits: 618
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 618
+             raw fitness: 618.0000
+    standardized fitness: 618.0000
+        adjusted fitness: 0.9984
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (+ (+ (exp (* convex minor))
+          (+ (/ eccentricity minor)
+             (- extent minor)))
+       (+ (- (- eccentricity minor)
+             (/ minor convex))
+          (- (log area)
+             (log extent))))
+    (+ (- (/ (+ minor extent)
+             (/ -0.54736 area))
+          (* (- area convex)
+             (* convex extent)))
+       (/ (/ (log perimeter)
+             (/ extent major))
+          (+ (- minor 0.75140)
+             (- major 0.85421)))))
 === BEST-OF-RUN ===
       current generation: 3
               generation: 0
-                   nodes: 24
+                   nodes: 57
                    depth: 5
-                    hits: 668
+                    hits: 618
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 618
+             raw fitness: 618.0000
+    standardized fitness: 618.0000
+        adjusted fitness: 0.9984
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (+ (+ (exp (* convex minor))
+          (+ (/ eccentricity minor)
+             (- extent minor)))
+       (+ (- (- eccentricity minor)
+             (/ minor convex))
+          (- (log area)
+             (log extent))))
+    (+ (- (/ (+ minor extent)
+             (/ -0.54736 area))
+          (* (- area convex)
+             (* convex extent)))
+       (/ (/ (log perimeter)
+             (/ extent major))
+          (+ (- minor 0.75140)
+             (- major 0.85421)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 24
-                   depth: 5
-                    hits: 668
+              generation: 4
+                   nodes: 21
+                   depth: 6
+                    hits: 775
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 775
+             raw fitness: 775.0000
+    standardized fitness: 775.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex
+                (/ minor extent))))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 0
-                   nodes: 24
+              generation: 5
+                   nodes: 19
                    depth: 5
-                    hits: 668
+                    hits: 801
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 0
-                   nodes: 24
+              generation: 5
+                   nodes: 19
                    depth: 5
-                    hits: 668
+                    hits: 801
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 0
-                   nodes: 24
+              generation: 5
+                   nodes: 19
                    depth: 5
-                    hits: 668
+                    hits: 801
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 0
-                   nodes: 24
+              generation: 5
+                   nodes: 19
                    depth: 5
-                    hits: 668
+                    hits: 801
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 0
-                   nodes: 24
+              generation: 5
+                   nodes: 19
                    depth: 5
-                    hits: 668
+                    hits: 801
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 668
-             raw fitness: 668.0000
-    standardized fitness: 668.0000
-        adjusted fitness: 0.9985
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
 TREE:
- (* (/ (- (log (- major minor))
-          (log (+ eccentricity minor)))
-       (log (- (* minor area)
-               (/ area minor))))
-    (exp (exp (exp (log major)))))
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 15
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 16
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 17
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 18
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 19
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 20
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 21
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 22
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 23
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 24
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 25
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 26
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 27
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 28
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
+=== BEST-OF-RUN ===
+      current generation: 29
+              generation: 5
+                   nodes: 19
+                   depth: 5
+                    hits: 801
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 801
+             raw fitness: 801.0000
+    standardized fitness: 801.0000
+        adjusted fitness: 0.9988
+TREE:
+ (/ (log extent)
+    (* (exp major)
+       (* (/ (exp perimeter)
+             (exp eccentricity))
+          (* (+ convex extent)
+             (* convex convex)))))
diff --git a/cmake-build-relwithdebinfo/run_6/regress.prg b/cmake-build-relwithdebinfo/run_6/regress.prg
index b443bd6..1ce0068 100644
--- a/cmake-build-relwithdebinfo/run_6/regress.prg
+++ b/cmake-build-relwithdebinfo/run_6/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  11343.00000, perimeter =    420.72400, major_axis_length =    173.50665, minor_axis_length =     83.82771, eccentricity =      0.87554, convex_area =  11512.00000, extent =      0.60984, type = O
-    area =  14652.00000, perimeter =    485.54700, major_axis_length =    201.55360, minor_axis_length =     93.44862, eccentricity =      0.88602, convex_area =  14883.00000, extent =      0.59315, type = C
-    area =  11903.00000, perimeter =    433.71301, major_axis_length =    180.90604, minor_axis_length =     84.36025, eccentricity =      0.88462, convex_area =  12104.00000, extent =      0.68645, type = O
-    area =  10950.00000, perimeter =    412.33401, major_axis_length =    166.30606, minor_axis_length =     85.29817, eccentricity =      0.85845, convex_area =  11172.00000, extent =      0.77605, type = O
-    area =  14349.00000, perimeter =    496.94601, major_axis_length =    213.54402, minor_axis_length =     86.16077, eccentricity =      0.91499, convex_area =  14678.00000, extent =      0.66684, type = C
-    area =  14741.00000, perimeter =    497.22501, major_axis_length =    212.46336, minor_axis_length =     89.45373, eccentricity =      0.90705, convex_area =  15036.00000, extent =      0.55371, type = C
-    area =  14818.00000, perimeter =    499.35999, major_axis_length =    208.87550, minor_axis_length =     91.91077, eccentricity =      0.89798, convex_area =  15204.00000, extent =      0.57541, type = C
-    area =  12950.00000, perimeter =    468.57001, major_axis_length =    196.61679, minor_axis_length =     84.80032, eccentricity =      0.90221, convex_area =  13584.00000, extent =      0.76181, type = C
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+    area =  16505.00000, perimeter =    506.89600, major_axis_length =    207.34584, minor_axis_length =    103.24419, eccentricity =      0.86722, convex_area =  16782.00000, extent =      0.77817, type = C
+    area =  15581.00000, perimeter =    517.33197, major_axis_length =    221.95938, minor_axis_length =     90.30761, eccentricity =      0.91349, convex_area =  15901.00000, extent =      0.55409, type = C
+    area =  11667.00000, perimeter =    447.52499, major_axis_length =    186.67125, minor_axis_length =     80.84287, eccentricity =      0.90136, convex_area =  12039.00000, extent =      0.66730, type = C
+    area =  13253.00000, perimeter =    473.44199, major_axis_length =    198.61066, minor_axis_length =     85.91887, eccentricity =      0.90159, convex_area =  13535.00000, extent =      0.68997, type = C
+    area =  11515.00000, perimeter =    425.49899, major_axis_length =    177.83521, minor_axis_length =     83.02624, eccentricity =      0.88433, convex_area =  11672.00000, extent =      0.80773, type = O
+    area =  11074.00000, perimeter =    426.52499, major_axis_length =    182.83189, minor_axis_length =     77.69914, eccentricity =      0.90520, convex_area =  11291.00000, extent =      0.74482, type = O
+    area =  11071.00000, perimeter =    419.59399, major_axis_length =    170.46420, minor_axis_length =     83.97248, eccentricity =      0.87025, convex_area =  11303.00000, extent =      0.77069, type = O
+    area =  10101.00000, perimeter =    405.51199, major_axis_length =    168.01747, minor_axis_length =     77.90595, eccentricity =      0.88600, convex_area =  10384.00000, extent =      0.61878, type = O
+    area =  13457.00000, perimeter =    483.61401, major_axis_length =    211.01250, minor_axis_length =     81.87440, eccentricity =      0.92166, convex_area =  13763.00000, extent =      0.67312, type = C
+    area =  11226.00000, perimeter =    416.08200, major_axis_length =    166.27264, minor_axis_length =     87.09694, eccentricity =      0.85183, convex_area =  11515.00000, extent =      0.63546, type = O
+    area =  14041.00000, perimeter =    481.94800, major_axis_length =    204.59848, minor_axis_length =     88.18790, eccentricity =      0.90234, convex_area =  14284.00000, extent =      0.57231, type = C
+    area =  12918.00000, perimeter =    459.82800, major_axis_length =    193.34657, minor_axis_length =     86.05883, eccentricity =      0.89548, convex_area =  13179.00000, extent =      0.77670, type = O
+    area =  15330.00000, perimeter =    501.69699, major_axis_length =    209.67932, minor_axis_length =     93.87273, eccentricity =      0.89419, convex_area =  15617.00000, extent =      0.58262, type = C
+    area =   9776.00000, perimeter =    403.67599, major_axis_length =    170.88005, minor_axis_length =     73.11127, eccentricity =      0.90385, convex_area =   9969.00000, extent =      0.64193, type = O
+    area =  10392.00000, perimeter =    416.48901, major_axis_length =    177.36635, minor_axis_length =     75.56695, eccentricity =      0.90470, convex_area =  10559.00000, extent =      0.56246, type = O
+    area =  11332.00000, perimeter =    427.32401, major_axis_length =    175.54056, minor_axis_length =     83.60845, eccentricity =      0.87929, convex_area =  11563.00000, extent =      0.59542, type = O
+    area =  13684.00000, perimeter =    464.56601, major_axis_length =    189.53105, minor_axis_length =     92.90574, eccentricity =      0.87162, convex_area =  13928.00000, extent =      0.60565, type = C
+    area =  14677.00000, perimeter =    498.79800, major_axis_length =    209.87415, minor_axis_length =     90.27248, eccentricity =      0.90277, convex_area =  15060.00000, extent =      0.64785, type = C
+    area =  16893.00000, perimeter =    523.25403, major_axis_length =    216.24049, minor_axis_length =    100.40816, eccentricity =      0.88566, convex_area =  17293.00000, extent =      0.68106, type = C
+    area =  14569.00000, perimeter =    500.36899, major_axis_length =    216.66966, minor_axis_length =     86.45754, eccentricity =      0.91694, convex_area =  14801.00000, extent =      0.80670, type = C
+    area =  14274.00000, perimeter =    499.08801, major_axis_length =    214.40253, minor_axis_length =     85.24677, eccentricity =      0.91756, convex_area =  14559.00000, extent =      0.65673, type = C
+    area =  15366.00000, perimeter =    508.79300, major_axis_length =    211.37265, minor_axis_length =     93.96780, eccentricity =      0.89575, convex_area =  15746.00000, extent =      0.56459, type = C
+    area =  16471.00000, perimeter =    523.98901, major_axis_length =    219.86913, minor_axis_length =     96.81116, eccentricity =      0.89784, convex_area =  16844.00000, extent =      0.73302, type = C
+    area =  12470.00000, perimeter =    455.89700, major_axis_length =    192.46115, minor_axis_length =     83.39553, eccentricity =      0.90124, convex_area =  12704.00000, extent =      0.58130, type = C
+    area =  14516.00000, perimeter =    492.78601, major_axis_length =    209.76013, minor_axis_length =     89.51320, eccentricity =      0.90437, convex_area =  14836.00000, extent =      0.73358, type = C
+    area =  11625.00000, perimeter =    437.35999, major_axis_length =    186.70815, minor_axis_length =     79.72378, eccentricity =      0.90425, convex_area =  11830.00000, extent =      0.72187, type = C
+    area =  12780.00000, perimeter =    437.02899, major_axis_length =    175.11682, minor_axis_length =     93.66058, eccentricity =      0.84495, convex_area =  12940.00000, extent =      0.70631, type = O
+    area =  11393.00000, perimeter =    428.27899, major_axis_length =    177.33170, minor_axis_length =     82.80523, eccentricity =      0.88428, convex_area =  11627.00000, extent =      0.69402, type = O
+    area =  13424.00000, perimeter =    481.17499, major_axis_length =    195.90002, minor_axis_length =     89.30524, eccentricity =      0.89005, convex_area =  13950.00000, extent =      0.65856, type = C
+    area =  10816.00000, perimeter =    417.78101, major_axis_length =    170.92932, minor_axis_length =     81.66611, eccentricity =      0.87848, convex_area =  11119.00000, extent =      0.58911, type = O
+    area =  15498.00000, perimeter =    512.70398, major_axis_length =    215.80835, minor_axis_length =     92.62403, eccentricity =      0.90321, convex_area =  15914.00000, extent =      0.57889, type = C
+    area =  11176.00000, perimeter =    427.33301, major_axis_length =    176.65585, minor_axis_length =     82.13243, eccentricity =      0.88535, convex_area =  11438.00000, extent =      0.58087, type = O
+    area =  13485.00000, perimeter =    471.57001, major_axis_length =    198.27264, minor_axis_length =     87.72729, eccentricity =      0.89679, convex_area =  13734.00000, extent =      0.57232, type = C
+    area =  14236.00000, perimeter =    486.17899, major_axis_length =    201.70468, minor_axis_length =     90.64240, eccentricity =      0.89334, convex_area =  14545.00000, extent =      0.65616, type = C
+    area =  14025.00000, perimeter =    475.95700, major_axis_length =    197.39191, minor_axis_length =     91.75456, eccentricity =      0.88540, convex_area =  14423.00000, extent =      0.67990, type = C
+    area =  11447.00000, perimeter =    419.62000, major_axis_length =    163.92053, minor_axis_length =     91.27415, eccentricity =      0.83063, convex_area =  11831.00000, extent =      0.73298, type = O
+    area =   9070.00000, perimeter =    375.09399, major_axis_length =    156.98489, minor_axis_length =     74.22942, eccentricity =      0.88115, convex_area =   9233.00000, extent =      0.73740, type = O
+    area =  12518.00000, perimeter =    460.85400, major_axis_length =    188.43774, minor_axis_length =     86.61430, eccentricity =      0.88810, convex_area =  12903.00000, extent =      0.73256, type = O
+    area =  13295.00000, perimeter =    465.33301, major_axis_length =    187.37976, minor_axis_length =     91.90883, eccentricity =      0.87144, convex_area =  13633.00000, extent =      0.61245, type = O
+    area =  12692.00000, perimeter =    465.17200, major_axis_length =    193.20732, minor_axis_length =     85.29054, eccentricity =      0.89729, convex_area =  13118.00000, extent =      0.71480, type = C
+    area =  12831.00000, perimeter =    446.63101, major_axis_length =    181.87178, minor_axis_length =     90.23387, eccentricity =      0.86824, convex_area =  13061.00000, extent =      0.66996, type = O
+    area =  14407.00000, perimeter =    494.98999, major_axis_length =    208.74904, minor_axis_length =     88.66286, eccentricity =      0.90532, convex_area =  14716.00000, extent =      0.57376, type = C
+    area =  14138.00000, perimeter =    490.83401, major_axis_length =    206.18085, minor_axis_length =     89.36728, eccentricity =      0.90118, convex_area =  14523.00000, extent =      0.76257, type = C
+    area =  10657.00000, perimeter =    407.76501, major_axis_length =    168.73734, minor_axis_length =     80.82008, eccentricity =      0.87783, convex_area =  10826.00000, extent =      0.60953, type = O
+    area =  11351.00000, perimeter =    417.69299, major_axis_length =    171.05106, minor_axis_length =     85.54869, eccentricity =      0.86595, convex_area =  11549.00000, extent =      0.74326, type = O
+    area =  16063.00000, perimeter =    520.74500, major_axis_length =    217.91382, minor_axis_length =     95.20047, eccentricity =      0.89952, convex_area =  16561.00000, extent =      0.55676, type = C
+    area =  11454.00000, perimeter =    419.31299, major_axis_length =    174.17632, minor_axis_length =     84.37674, eccentricity =      0.87483, convex_area =  11604.00000, extent =      0.82214, type = O
+    area =  14035.00000, perimeter =    480.62900, major_axis_length =    199.14839, minor_axis_length =     91.41090, eccentricity =      0.88843, convex_area =  14422.00000, extent =      0.71629, type = C
+    area =  12744.00000, perimeter =    467.92499, major_axis_length =    200.61217, minor_axis_length =     81.70650, eccentricity =      0.91330, convex_area =  13047.00000, extent =      0.71451, type = C
+    area =  12692.00000, perimeter =    456.79300, major_axis_length =    181.23282, minor_axis_length =     91.12804, eccentricity =      0.86439, convex_area =  13147.00000, extent =      0.78355, type = O
+    area =  11224.00000, perimeter =    424.74701, major_axis_length =    174.42145, minor_axis_length =     83.19823, eccentricity =      0.87891, convex_area =  11544.00000, extent =      0.71345, type = O
+    area =  12361.00000, perimeter =    443.81900, major_axis_length =    178.17212, minor_axis_length =     89.32095, eccentricity =      0.86526, convex_area =  12581.00000, extent =      0.78037, type = O
+    area =  11836.00000, perimeter =    456.37900, major_axis_length =    201.86960, minor_axis_length =     75.45857, eccentricity =      0.92751, convex_area =  12084.00000, extent =      0.75321, type = C
+    area =  10005.00000, perimeter =    394.09900, major_axis_length =    161.26289, minor_axis_length =     79.95715, eccentricity =      0.86843, convex_area =  10220.00000, extent =      0.71875, type = O
+    area =   9834.00000, perimeter =    401.00500, major_axis_length =    164.20589, minor_axis_length =     77.19507, eccentricity =      0.88261, convex_area =  10076.00000, extent =      0.69725, type = O
+    area =  12381.00000, perimeter =    434.15900, major_axis_length =    173.10074, minor_axis_length =     91.96291, eccentricity =      0.84720, convex_area =  12643.00000, extent =      0.74316, type = O
+    area =  12551.00000, perimeter =    459.72900, major_axis_length =    197.68234, minor_axis_length =     81.57028, eccentricity =      0.91090, convex_area =  12741.00000, extent =      0.81894, type = C
+    area =  12465.00000, perimeter =    445.06699, major_axis_length =    177.52953, minor_axis_length =     91.50624, eccentricity =      0.85692, convex_area =  12882.00000, extent =      0.76117, type = O
+    area =  12613.00000, perimeter =    450.20599, major_axis_length =    184.87573, minor_axis_length =     88.06604, eccentricity =      0.87925, convex_area =  12832.00000, extent =      0.60730, type = O
+    area =  14254.00000, perimeter =    491.26099, major_axis_length =    207.76718, minor_axis_length =     88.61370, eccentricity =      0.90449, convex_area =  14607.00000, extent =      0.56961, type = C
diff --git a/cmake-build-relwithdebinfo/run_6/regress.stt b/cmake-build-relwithdebinfo/run_6/regress.stt
index ac7c853..f7bce60 100644
--- a/cmake-build-relwithdebinfo/run_6/regress.stt
+++ b/cmake-build-relwithdebinfo/run_6/regress.stt
@@ -1,11 +1,31 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9594	0.9985	0.0000	18.125	3.401	24	5	21	4	0.9594	0.9985	0.0000	18.125	3.401	24	5	21	4	
-1	0	0.9955	0.9985	0.0000	16.540	3.475	24	5	26	6	0.9775	0.9985	0.0000	17.332	3.438	24	5	21	4	
-2	0	0.9931	0.9985	0.0000	15.544	3.490	24	5	42	6	0.9827	0.9985	0.0000	16.736	3.455	24	5	21	4	
-3	0	0.9943	0.9985	0.0000	14.489	3.445	24	5	13	6	0.9856	0.9985	0.0000	16.174	3.453	24	5	21	4	
-4	0	0.9955	0.9985	0.0000	13.652	3.396	24	5	10	4	0.9876	0.9985	0.0000	15.670	3.442	24	5	21	4	
-5	0	0.9937	0.9985	0.0000	14.154	3.489	24	5	15	5	0.9886	0.9985	0.0000	15.417	3.449	24	5	21	4	
-6	0	0.9968	0.9985	0.0000	13.893	3.447	24	5	41	7	0.9898	0.9985	0.0000	15.199	3.449	24	5	21	4	
-7	0	0.9943	0.9985	0.0000	12.309	3.259	24	5	44	6	0.9903	0.9985	0.0000	14.838	3.425	24	5	21	4	
-8	0	0.9968	0.9985	0.0000	12.246	3.305	24	5	52	6	0.9910	0.9985	0.0000	14.550	3.412	24	5	21	4	
-9	0	0.9943	0.9985	0.0000	10.736	3.180	24	5	15	6	0.9914	0.9985	0.0000	14.169	3.389	24	5	21	4	
+0	0	0.9656	0.9984	0.0000	16.851	3.236	57	5	66	6	0.9656	0.9984	0.0000	16.851	3.236	57	5	66	6	
+1	0	0.9893	0.9984	0.0000	14.838	3.279	57	5	20	5	0.9775	0.9984	0.0000	15.844	3.257	57	5	66	6	
+2	0	0.9956	0.9984	0.0000	14.090	3.308	57	5	72	9	0.9835	0.9984	0.0000	15.260	3.274	57	5	66	6	
+3	0	0.9943	0.9984	0.0000	13.539	3.376	57	5	31	6	0.9862	0.9984	0.0000	14.829	3.300	57	5	66	6	
+4	0	0.9981	0.9987	0.9978	12.385	3.244	21	6	23	4	0.9886	0.9987	0.0000	14.341	3.288	21	6	66	6	
+5	0	0.9956	0.9988	0.0000	12.201	3.260	19	5	24	6	0.9897	0.9988	0.0000	13.984	3.284	19	5	66	6	
+6	0	0.9956	0.9988	0.0000	12.127	3.271	19	5	10	4	0.9906	0.9988	0.0000	13.719	3.282	19	5	66	6	
+7	0	0.9956	0.9988	0.0000	11.439	3.239	19	5	15	7	0.9912	0.9988	0.0000	13.434	3.277	19	5	66	6	
+8	0	0.9980	0.9988	0.9974	11.806	3.297	19	5	28	5	0.9920	0.9988	0.0000	13.253	3.279	19	5	66	6	
+9	0	0.9968	0.9988	0.0000	10.655	3.169	19	5	38	7	0.9924	0.9988	0.0000	12.993	3.268	19	5	66	6	
+10	0	0.9968	0.9988	0.0000	10.840	3.180	19	5	37	9	0.9928	0.9988	0.0000	12.797	3.260	19	5	66	6	
+11	0	0.9931	0.9988	0.0000	10.342	3.161	19	5	10	4	0.9929	0.9988	0.0000	12.593	3.252	19	5	66	6	
+12	0	0.9968	0.9988	0.0000	9.539	3.041	19	5	15	6	0.9932	0.9988	0.0000	12.358	3.235	19	5	66	6	
+13	0	0.9956	0.9988	0.0000	9.416	3.035	19	5	40	11	0.9933	0.9988	0.0000	12.148	3.221	19	5	66	6	
+14	0	0.9981	0.9988	0.9979	8.811	2.888	19	5	18	8	0.9936	0.9988	0.0000	11.925	3.199	19	5	66	6	
+15	0	0.9956	0.9988	0.0000	8.184	2.779	19	5	10	4	0.9938	0.9988	0.0000	11.691	3.173	19	5	66	6	
+16	0	0.9981	0.9988	0.9979	7.334	2.578	19	5	4	2	0.9940	0.9988	0.0000	11.435	3.138	19	5	66	6	
+17	0	0.9981	0.9988	0.9979	6.935	2.518	19	5	3	1	0.9942	0.9988	0.0000	11.185	3.103	19	5	66	6	
+18	0	0.9981	0.9988	0.9979	6.702	2.490	19	5	4	2	0.9944	0.9988	0.0000	10.949	3.071	19	5	66	6	
+19	0	0.9968	0.9988	0.0000	5.930	2.264	19	5	18	7	0.9946	0.9988	0.0000	10.698	3.031	19	5	66	6	
+20	0	0.9981	0.9988	0.9979	6.147	2.306	19	5	7	2	0.9947	0.9988	0.0000	10.482	2.996	19	5	66	6	
+21	0	0.9956	0.9988	0.0000	5.980	2.301	19	5	23	7	0.9948	0.9988	0.0000	10.277	2.964	19	5	66	6	
+22	0	0.9981	0.9988	0.9971	5.831	2.225	19	5	10	3	0.9949	0.9988	0.0000	10.084	2.932	19	5	66	6	
+23	0	0.9981	0.9988	0.9971	5.577	2.154	19	5	5	2	0.9950	0.9988	0.0000	9.896	2.900	19	5	66	6	
+24	0	0.9968	0.9988	0.0000	5.571	2.132	19	5	10	5	0.9951	0.9988	0.0000	9.723	2.869	19	5	66	6	
+25	0	0.9981	0.9988	0.9979	5.317	2.070	19	5	12	4	0.9952	0.9988	0.0000	9.553	2.838	19	5	66	6	
+26	0	0.9956	0.9988	0.0000	5.321	2.056	19	5	34	8	0.9952	0.9988	0.0000	9.397	2.809	19	5	66	6	
+27	0	0.9981	0.9988	0.9976	5.345	2.061	19	5	13	5	0.9953	0.9988	0.0000	9.252	2.783	19	5	66	6	
+28	0	0.9956	0.9988	0.0000	5.281	2.026	19	5	15	8	0.9953	0.9988	0.0000	9.115	2.757	19	5	66	6	
+29	0	0.9956	0.9988	0.0000	5.348	2.074	19	5	23	7	0.9954	0.9988	0.0000	8.989	2.734	19	5	66	6	
diff --git a/cmake-build-relwithdebinfo/run_6/regress.sys b/cmake-build-relwithdebinfo/run_6/regress.sys
index fa3ab59..3d5ad73 100644
--- a/cmake-build-relwithdebinfo/run_6/regress.sys
+++ b/cmake-build-relwithdebinfo/run_6/regress.sys
@@ -14,31 +14,31 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 974.
+    no random number seed specfied; using 994.
 creating initial population(s):
-    1101 trees were generated to fill the population of 800 (800 trees).
+    1088 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
+    evaluation complete.  (0s wall)
+    breeding complete.    (1s wall)
 === generation 1.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 4.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
@@ -52,3 +52,89 @@ no checkpointing will be done.
 === generation 9.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 11.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 15.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 16.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 17.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 18.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 19.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 20.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 21.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 22.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 23.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 24.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 25.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 26.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 27.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 28.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 29.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      6671182
+               freed:      6623182
+           not freed:      48000
+       max allocated:      446741
+    malloc'ed blocks:      91486
+   realloc'ed blocks:      7
+      free'ed blocks:      91480
+
+------- time -------
+             overall:      7s wall
+          evaluation:      6s wall
+            breeding:      1s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      2514
+               freed:      2514
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_7/regress.bst b/cmake-build-relwithdebinfo/run_7/regress.bst
index 3d98fcf..07d6042 100644
--- a/cmake-build-relwithdebinfo/run_7/regress.bst
+++ b/cmake-build-relwithdebinfo/run_7/regress.bst
@@ -1,19 +1,31 @@
 === BEST-OF-RUN ===
-              generation: 1
-                   nodes: 8
-                   depth: 3
-                    hits: 585
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 585
-             raw fitness: 585.0000
-    standardized fitness: 585.0000
-        adjusted fitness: 0.9983
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
 TREE:
- (/ (exp convex)
-    (- (- eccentricity 0.32481) extent))
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
 TREE-equ:
-y = (exp(convex) / ((eccentricity - 0.32481) - extent))
+y = ((exp(exp(exp(extent))) / ((exp(log((extent / (((extent - major) + log(area)) / ((convex - convex) * (area + -0.68090)))))) - -0.81604) + ((-0.08088 * major) / log(convex)))) * (((exp(perimeter) / (major / eccentricity)) / ((eccentricity / eccentricity) / (area * -0.99052))) / exp(((minor - convex) / (eccentricity * perimeter)))))
diff --git a/cmake-build-relwithdebinfo/run_7/regress.fn b/cmake-build-relwithdebinfo/run_7/regress.fn
index a5f1587..1ab5271 100644
--- a/cmake-build-relwithdebinfo/run_7/regress.fn
+++ b/cmake-build-relwithdebinfo/run_7/regress.fn
@@ -1,13 +1,25 @@
-Hits: 1862, Total Size: 2810, Percent Hit: 66.263345
-CC: 263
-CO: 872
-OO: 1599
-OC: 76
-Fitness: 0.998294
-Hits: 585
+Hits: 1760, Total Size: 2810, Percent Hit: 62.633452
+CC: 1109
+CO: 15
+OO: 651
+OC: 1035
+Fitness: 0.998553
+Hits: 690
 
 
-y = (exp(convex) / ((eccentricity - 0.32481) - extent))
+y = ((exp(exp(exp(extent))) / ((exp(log((extent / (((extent - major) + log(area)) / ((convex - convex) * (area + -0.68090)))))) - -0.81604) + ((-0.08088 * major) / log(convex)))) * (((exp(perimeter) / (major / eccentricity)) / ((eccentricity / eccentricity) / (area * -0.99052))) / exp(((minor - convex) / (eccentricity * perimeter)))))
 
- (/ (exp convex)
-    (- (- eccentricity 0.32481) extent))
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
diff --git a/cmake-build-relwithdebinfo/run_7/regress.his b/cmake-build-relwithdebinfo/run_7/regress.his
index 06fd48c..28c4e3d 100644
--- a/cmake-build-relwithdebinfo/run_7/regress.his
+++ b/cmake-build-relwithdebinfo/run_7/regress.his
@@ -1,90 +1,281 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 8
+                   nodes: 12
                    depth: 3
-                    hits: 542
+                    hits: 554
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 542
-             raw fitness: 542.0000
-    standardized fitness: 542.0000
+                    hits: 554
+             raw fitness: 554.0000
+    standardized fitness: 554.0000
         adjusted fitness: 0.9982
 TREE:
- (log (+ (/ eccentricity -0.77356)
-         (+ -0.63895 extent)))
+ (+ (- (- convex major)
+       (+ extent area))
+    (exp (/ area -0.65021)))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 1
-                   nodes: 8
-                   depth: 3
-                    hits: 585
+                   nodes: 23
+                   depth: 5
+                    hits: 620
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 585
-             raw fitness: 585.0000
-    standardized fitness: 585.0000
-        adjusted fitness: 0.9983
+                    hits: 620
+             raw fitness: 620.0000
+    standardized fitness: 620.0000
+        adjusted fitness: 0.9984
 TREE:
- (/ (exp convex)
-    (- (- eccentricity 0.32481) extent))
+ (* convex
+    (+ (+ (/ (- eccentricity extent)
+             (- minor minor)) area)
+       (* (log (exp area))
+          (- (- 0.72065 minor)
+             (- minor major)))))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 1
-                   nodes: 8
-                   depth: 3
-                    hits: 585
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 585
-             raw fitness: 585.0000
-    standardized fitness: 585.0000
-        adjusted fitness: 0.9983
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
 TREE:
- (/ (exp convex)
-    (- (- eccentricity 0.32481) extent))
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 1
-                   nodes: 8
-                   depth: 3
-                    hits: 585
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 585
-             raw fitness: 585.0000
-    standardized fitness: 585.0000
-        adjusted fitness: 0.9983
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
 TREE:
- (/ (exp convex)
-    (- (- eccentricity 0.32481) extent))
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 1
-                   nodes: 8
-                   depth: 3
-                    hits: 585
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 585
-             raw fitness: 585.0000
-    standardized fitness: 585.0000
-        adjusted fitness: 0.9983
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
 TREE:
- (/ (exp convex)
-    (- (- eccentricity 0.32481) extent))
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+      current generation: 5
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
+TREE:
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+      current generation: 6
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
+TREE:
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+      current generation: 7
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
+TREE:
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+      current generation: 8
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
+TREE:
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
+=== BEST-OF-RUN ===
+      current generation: 9
+              generation: 2
+                   nodes: 56
+                   depth: 10
+                    hits: 690
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 690
+             raw fitness: 690.0000
+    standardized fitness: 690.0000
+        adjusted fitness: 0.9986
+TREE:
+ (* (/ (exp (exp (exp extent)))
+       (+ (- (exp (log (/ extent
+                          (/ (+ (- extent major)
+                                (log area))
+                             (* (- convex convex)
+                                (+ area -0.68090)))))) -0.81604)
+          (/ (* -0.08088 major)
+             (log convex))))
+    (/ (/ (/ (exp perimeter)
+             (/ major eccentricity))
+          (/ (/ eccentricity eccentricity)
+             (* area -0.99052)))
+       (exp (/ (- minor convex)
+               (* eccentricity perimeter)))))
diff --git a/cmake-build-relwithdebinfo/run_7/regress.prg b/cmake-build-relwithdebinfo/run_7/regress.prg
index 4afc800..c06bb83 100644
--- a/cmake-build-relwithdebinfo/run_7/regress.prg
+++ b/cmake-build-relwithdebinfo/run_7/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  12921.00000, perimeter =    476.74600, major_axis_length =    206.22263, minor_axis_length =     80.40368, eccentricity =      0.92086, convex_area =  13218.00000, extent =      0.54692, type = C
-    area =   9753.00000, perimeter =    402.57901, major_axis_length =    170.61418, minor_axis_length =     73.31348, eccentricity =      0.90297, convex_area =  10028.00000, extent =      0.56421, type = O
-    area =  16190.00000, perimeter =    529.66101, major_axis_length =    224.38686, minor_axis_length =     93.10742, eccentricity =      0.90985, convex_area =  16530.00000, extent =      0.53482, type = C
-    area =  11776.00000, perimeter =    430.33301, major_axis_length =    173.56931, minor_axis_length =     87.46633, eccentricity =      0.86375, convex_area =  12011.00000, extent =      0.61667, type = O
-    area =  15126.00000, perimeter =    500.11401, major_axis_length =    209.16681, minor_axis_length =     93.81421, eccentricity =      0.89378, convex_area =  15496.00000, extent =      0.70603, type = C
-    area =  15072.00000, perimeter =    487.58499, major_axis_length =    202.49474, minor_axis_length =     95.35527, eccentricity =      0.88219, convex_area =  15267.00000, extent =      0.79056, type = C
-    area =  11322.00000, perimeter =    415.88599, major_axis_length =    169.72362, minor_axis_length =     85.80435, eccentricity =      0.86280, convex_area =  11512.00000, extent =      0.61426, type = O
-    area =   9878.00000, perimeter =    406.97800, major_axis_length =    169.36671, minor_axis_length =     74.97759, eccentricity =      0.89667, convex_area =  10098.00000, extent =      0.58133, type = O
-    area =  14085.00000, perimeter =    489.45499, major_axis_length =    200.52655, minor_axis_length =     91.23563, eccentricity =      0.89050, convex_area =  14670.00000, extent =      0.62717, type = C
-    area =  13708.00000, perimeter =    486.39600, major_axis_length =    204.62373, minor_axis_length =     86.33973, eccentricity =      0.90662, convex_area =  14361.00000, extent =      0.58068, type = C
-    area =  15484.00000, perimeter =    504.81900, major_axis_length =    211.28806, minor_axis_length =     94.47181, eccentricity =      0.89447, convex_area =  15795.00000, extent =      0.67912, type = C
-    area =  14364.00000, perimeter =    497.12000, major_axis_length =    212.00835, minor_axis_length =     87.53480, eccentricity =      0.91078, convex_area =  14805.00000, extent =      0.64125, type = C
-    area =  11012.00000, perimeter =    428.23700, major_axis_length =    176.37897, minor_axis_length =     80.69747, eccentricity =      0.88920, convex_area =  11325.00000, extent =      0.75872, type = O
-    area =  16570.00000, perimeter =    519.12299, major_axis_length =    221.01448, minor_axis_length =     96.22779, eccentricity =      0.90024, convex_area =  16757.00000, extent =      0.59234, type = C
-    area =  12023.00000, perimeter =    442.33499, major_axis_length =    181.17674, minor_axis_length =     85.41496, eccentricity =      0.88190, convex_area =  12282.00000, extent =      0.60130, type = O
-    area =  16030.00000, perimeter =    512.85303, major_axis_length =    210.24748, minor_axis_length =     97.63129, eccentricity =      0.88564, convex_area =  16306.00000, extent =      0.59780, type = C
-    area =  11197.00000, perimeter =    429.45001, major_axis_length =    178.21692, minor_axis_length =     81.27737, eccentricity =      0.88995, convex_area =  11461.00000, extent =      0.56884, type = O
-    area =  11923.00000, perimeter =    435.28699, major_axis_length =    174.07080, minor_axis_length =     88.94534, eccentricity =      0.85960, convex_area =  12187.00000, extent =      0.61554, type = O
-    area =  12253.00000, perimeter =    437.94299, major_axis_length =    177.75105, minor_axis_length =     89.38976, eccentricity =      0.86435, convex_area =  12595.00000, extent =      0.61493, type = O
-    area =  15830.00000, perimeter =    516.23199, major_axis_length =    220.81924, minor_axis_length =     92.34399, eccentricity =      0.90836, convex_area =  16074.00000, extent =      0.70144, type = C
-    area =  11173.00000, perimeter =    420.93399, major_axis_length =    175.65459, minor_axis_length =     81.66387, eccentricity =      0.88536, convex_area =  11396.00000, extent =      0.80197, type = O
-    area =  14136.00000, perimeter =    488.96799, major_axis_length =    203.39066, minor_axis_length =     89.78699, eccentricity =      0.89729, convex_area =  14475.00000, extent =      0.59206, type = C
-    area =  13446.00000, perimeter =    475.12799, major_axis_length =    198.69955, minor_axis_length =     87.37930, eccentricity =      0.89812, convex_area =  13765.00000, extent =      0.57572, type = C
-    area =  11496.00000, perimeter =    440.46899, major_axis_length =    185.72256, minor_axis_length =     79.85572, eccentricity =      0.90284, convex_area =  11759.00000, extent =      0.75093, type = O
-    area =  12103.00000, perimeter =    440.61099, major_axis_length =    179.44920, minor_axis_length =     87.91257, eccentricity =      0.87178, convex_area =  12405.00000, extent =      0.63020, type = O
-    area =  14802.00000, perimeter =    497.83200, major_axis_length =    209.61795, minor_axis_length =     91.14713, eccentricity =      0.90051, convex_area =  15208.00000, extent =      0.62298, type = C
-    area =  14401.00000, perimeter =    482.17599, major_axis_length =    203.07222, minor_axis_length =     91.35160, eccentricity =      0.89311, convex_area =  14608.00000, extent =      0.71650, type = C
-    area =  11867.00000, perimeter =    431.94299, major_axis_length =    178.59091, minor_axis_length =     85.77666, eccentricity =      0.87711, convex_area =  12126.00000, extent =      0.64035, type = O
-    area =  14138.00000, perimeter =    490.83401, major_axis_length =    206.18085, minor_axis_length =     89.36728, eccentricity =      0.90118, convex_area =  14523.00000, extent =      0.76257, type = C
-    area =  11941.00000, perimeter =    452.60199, major_axis_length =    196.03004, minor_axis_length =     78.68724, eccentricity =      0.91590, convex_area =  12131.00000, extent =      0.65134, type = C
-    area =  14524.00000, perimeter =    480.21201, major_axis_length =    199.93301, minor_axis_length =     93.31210, eccentricity =      0.88441, convex_area =  14808.00000, extent =      0.61128, type = C
-    area =  11415.00000, perimeter =    426.16501, major_axis_length =    173.88460, minor_axis_length =     85.32835, eccentricity =      0.87132, convex_area =  11634.00000, extent =      0.59639, type = O
-    area =  13954.00000, perimeter =    481.28799, major_axis_length =    204.77745, minor_axis_length =     87.50462, eccentricity =      0.90410, convex_area =  14277.00000, extent =      0.58113, type = C
-    area =  15144.00000, perimeter =    503.32401, major_axis_length =    212.19539, minor_axis_length =     91.77615, eccentricity =      0.90163, convex_area =  15469.00000, extent =      0.62786, type = C
-    area =  10036.00000, perimeter =    402.85901, major_axis_length =    166.15659, minor_axis_length =     77.91069, eccentricity =      0.88325, convex_area =  10255.00000, extent =      0.59157, type = O
-    area =  13669.00000, perimeter =    481.66901, major_axis_length =    201.90663, minor_axis_length =     87.06825, eccentricity =      0.90224, convex_area =  14065.00000, extent =      0.55837, type = C
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+    area =  15526.00000, perimeter =    514.39099, major_axis_length =    216.91858, minor_axis_length =     91.82958, eccentricity =      0.90597, convex_area =  15936.00000, extent =      0.58085, type = C
+    area =  14633.00000, perimeter =    495.09399, major_axis_length =    208.78053, minor_axis_length =     90.25591, eccentricity =      0.90173, convex_area =  14978.00000, extent =      0.64360, type = C
+    area =  11815.00000, perimeter =    430.10699, major_axis_length =    177.79692, minor_axis_length =     85.67855, eccentricity =      0.87623, convex_area =  11993.00000, extent =      0.70617, type = O
+    area =  10272.00000, perimeter =    403.04599, major_axis_length =    171.38367, minor_axis_length =     76.66118, eccentricity =      0.89438, convex_area =  10419.00000, extent =      0.75920, type = O
+    area =  10647.00000, perimeter =    411.13300, major_axis_length =    170.06084, minor_axis_length =     80.81935, eccentricity =      0.87986, convex_area =  10829.00000, extent =      0.80659, type = O
+    area =  13923.00000, perimeter =    462.70001, major_axis_length =    189.52571, minor_axis_length =     94.52522, eccentricity =      0.86675, convex_area =  14186.00000, extent =      0.72995, type = O
+    area =  11961.00000, perimeter =    448.56500, major_axis_length =    189.18015, minor_axis_length =     81.78645, eccentricity =      0.90172, convex_area =  12275.00000, extent =      0.75340, type = O
+    area =  16419.00000, perimeter =    531.42102, major_axis_length =    224.06595, minor_axis_length =     94.54113, eccentricity =      0.90663, convex_area =  16874.00000, extent =      0.55042, type = C
+    area =  12577.00000, perimeter =    443.14600, major_axis_length =    181.53055, minor_axis_length =     89.81944, eccentricity =      0.86901, convex_area =  12826.00000, extent =      0.60557, type = O
+    area =  12912.00000, perimeter =    459.73901, major_axis_length =    188.73036, minor_axis_length =     88.96233, eccentricity =      0.88193, convex_area =  13205.00000, extent =      0.69048, type = O
+    area =  11180.00000, perimeter =    415.41000, major_axis_length =    169.46371, minor_axis_length =     85.45352, eccentricity =      0.86355, convex_area =  11359.00000, extent =      0.77882, type = O
+    area =  11339.00000, perimeter =    423.97000, major_axis_length =    171.70662, minor_axis_length =     85.35773, eccentricity =      0.86769, convex_area =  11531.00000, extent =      0.67919, type = O
+    area =  14064.00000, perimeter =    486.89001, major_axis_length =    204.16307, minor_axis_length =     88.52142, eccentricity =      0.90111, convex_area =  14388.00000, extent =      0.64838, type = C
+    area =  11377.00000, perimeter =    456.45401, major_axis_length =    200.84261, minor_axis_length =     72.35117, eccentricity =      0.93286, convex_area =  11573.00000, extent =      0.75225, type = C
+    area =  15558.00000, perimeter =    511.71799, major_axis_length =    213.97760, minor_axis_length =     94.46471, eccentricity =      0.89728, convex_area =  15926.00000, extent =      0.63244, type = C
+    area =  10875.00000, perimeter =    418.98199, major_axis_length =    166.69040, minor_axis_length =     85.32958, eccentricity =      0.85904, convex_area =  11334.00000, extent =      0.76220, type = O
+    area =  10445.00000, perimeter =    405.59601, major_axis_length =    167.45883, minor_axis_length =     80.50414, eccentricity =      0.87686, convex_area =  10680.00000, extent =      0.63388, type = O
+    area =  14415.00000, perimeter =    488.12201, major_axis_length =    203.59285, minor_axis_length =     91.03473, eccentricity =      0.89446, convex_area =  14758.00000, extent =      0.67410, type = C
+    area =  11183.00000, perimeter =    414.34900, major_axis_length =    170.64938, minor_axis_length =     83.88195, eccentricity =      0.87085, convex_area =  11321.00000, extent =      0.61699, type = O
+    area =   9080.00000, perimeter =    396.54001, major_axis_length =    165.68701, minor_axis_length =     70.25223, eccentricity =      0.90566, convex_area =   9387.00000, extent =      0.57809, type = O
+    area =  11108.00000, perimeter =    416.83401, major_axis_length =    166.33659, minor_axis_length =     86.45924, eccentricity =      0.85430, convex_area =  11420.00000, extent =      0.68001, type = O
+    area =  12913.00000, perimeter =    449.02399, major_axis_length =    178.16380, minor_axis_length =     93.14697, eccentricity =      0.85245, convex_area =  13198.00000, extent =      0.62563, type = O
+    area =  13753.00000, perimeter =    461.13000, major_axis_length =    185.53104, minor_axis_length =     95.42747, eccentricity =      0.85758, convex_area =  13962.00000, extent =      0.65118, type = O
+    area =  13580.00000, perimeter =    464.35699, major_axis_length =    190.38063, minor_axis_length =     91.37227, eccentricity =      0.87730, convex_area =  13781.00000, extent =      0.62731, type = C
+    area =  11828.00000, perimeter =    437.90701, major_axis_length =    184.95726, minor_axis_length =     82.34544, eccentricity =      0.89542, convex_area =  12020.00000, extent =      0.61643, type = O
diff --git a/cmake-build-relwithdebinfo/run_7/regress.stt b/cmake-build-relwithdebinfo/run_7/regress.stt
index 9d9c24d..d8453b4 100644
--- a/cmake-build-relwithdebinfo/run_7/regress.stt
+++ b/cmake-build-relwithdebinfo/run_7/regress.stt
@@ -1,6 +1,11 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9543	0.9982	0.0000	18.117	3.346	8	3	70	6	0.9543	0.9982	0.0000	18.117	3.346	8	3	70	6	
-1	0	0.9905	0.9983	0.0000	15.209	3.341	8	3	9	3	0.9724	0.9983	0.0000	16.663	3.344	8	3	70	6	
-2	0	0.9930	0.9983	0.0000	14.949	3.501	8	3	37	8	0.9793	0.9983	0.0000	16.092	3.396	8	3	70	6	
-3	0	0.9955	0.9983	0.0000	14.072	3.480	8	3	14	5	0.9833	0.9983	0.0000	15.587	3.417	8	3	70	6	
-4	0	0.9955	0.9983	0.0000	12.946	3.396	8	3	18	4	0.9858	0.9983	0.0000	15.059	3.413	8	3	70	6	
+0	0	0.9593	0.9982	0.0000	16.796	3.317	12	3	76	6	0.9593	0.9982	0.0000	16.796	3.317	12	3	76	6	
+1	0	0.9930	0.9984	0.0000	14.621	3.314	23	5	35	7	0.9762	0.9984	0.0000	15.709	3.316	23	5	76	6	
+2	0	0.9943	0.9986	0.0000	14.059	3.364	56	10	42	7	0.9822	0.9986	0.0000	15.159	3.332	56	10	76	6	
+3	0	0.9968	0.9986	0.0000	12.064	3.174	56	10	21	5	0.9858	0.9986	0.0000	14.385	3.292	56	10	76	6	
+4	0	0.9943	0.9986	0.0000	11.851	3.265	56	10	53	9	0.9875	0.9986	0.0000	13.878	3.287	56	10	76	6	
+5	0	0.9930	0.9986	0.0000	11.123	3.217	56	10	29	10	0.9884	0.9986	0.0000	13.419	3.275	56	10	76	6	
+6	0	0.9930	0.9986	0.0000	10.660	3.243	56	10	10	3	0.9891	0.9986	0.0000	13.025	3.271	56	10	76	6	
+7	0	0.9966	0.9986	0.0000	10.621	3.309	56	10	11	5	0.9900	0.9986	0.0000	12.724	3.275	56	10	76	6	
+8	0	0.9966	0.9986	0.0000	10.637	3.350	56	10	15	7	0.9908	0.9986	0.0000	12.492	3.284	56	10	76	6	
+9	0	0.9955	0.9986	0.0000	10.580	3.331	56	10	14	4	0.9912	0.9986	0.0000	12.301	3.288	56	10	76	6	
diff --git a/cmake-build-relwithdebinfo/run_7/regress.sys b/cmake-build-relwithdebinfo/run_7/regress.sys
index e3b7fb3..851b44d 100644
--- a/cmake-build-relwithdebinfo/run_7/regress.sys
+++ b/cmake-build-relwithdebinfo/run_7/regress.sys
@@ -14,26 +14,67 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 188.
+    no random number seed specfied; using 16.
 creating initial population(s):
-    1099 trees were generated to fill the population of 800 (800 trees).
+    1112 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (1s wall)
-    breeding complete.    (0s wall)
-=== generation 1.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
-=== generation 2.
+=== generation 1.
     evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
+=== generation 2.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
 === generation 3.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 4.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 5.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 7.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 8.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 9.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      2945433
+               freed:      2897433
+           not freed:      48000
+       max allocated:      445148
+    malloc'ed blocks:      36884
+   realloc'ed blocks:      7
+      free'ed blocks:      36878
+
+------- time -------
+             overall:      4s wall
+          evaluation:      4s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1419
+               freed:      1419
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_8/regress.bst b/cmake-build-relwithdebinfo/run_8/regress.bst
index b83c86b..abc3616 100644
--- a/cmake-build-relwithdebinfo/run_8/regress.bst
+++ b/cmake-build-relwithdebinfo/run_8/regress.bst
@@ -1,41 +1,19 @@
 === BEST-OF-RUN ===
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 TREE-equ:
-y = (((log((log(major) + (0.66193 / major))) / (((area + eccentricity) + (perimeter * eccentricity)) / ((major - major) / log(perimeter)))) + ((((minor - eccentricity) * (major + -0.00849)) / ((0.33991 / major) / (extent + convex))) + (exp((perimeter / eccentricity)) / ((extent / extent) - (minor * minor))))) + (((((convex / minor) + (convex - minor)) + ((perimeter + convex) + exp(major))) * (((minor / extent) - (extent / minor)) + ((0.20455 / minor) * exp(perimeter)))) * exp(((log(extent) - (perimeter * 0.95055)) - log((minor / extent))))))
+y = ((eccentricity * perimeter) - (minor / 0.22723))
diff --git a/cmake-build-relwithdebinfo/run_8/regress.fn b/cmake-build-relwithdebinfo/run_8/regress.fn
index 37b769e..5d67395 100644
--- a/cmake-build-relwithdebinfo/run_8/regress.fn
+++ b/cmake-build-relwithdebinfo/run_8/regress.fn
@@ -1,35 +1,13 @@
-Hits: 1953, Total Size: 2810, Percent Hit: 69.501779
-CC: 266
-CO: 857
-OO: 1687
-OC: 0
-Fitness: 0.998379
-Hits: 616
+Hits: 1870, Total Size: 2810, Percent Hit: 66.548043
+CC: 1109
+CO: 33
+OO: 761
+OC: 907
+Fitness: 0.998611
+Hits: 719
 
 
-y = (((log((log(major) + (0.66193 / major))) / (((area + eccentricity) + (perimeter * eccentricity)) / ((major - major) / log(perimeter)))) + ((((minor - eccentricity) * (major + -0.00849)) / ((0.33991 / major) / (extent + convex))) + (exp((perimeter / eccentricity)) / ((extent / extent) - (minor * minor))))) + (((((convex / minor) + (convex - minor)) + ((perimeter + convex) + exp(major))) * (((minor / extent) - (extent / minor)) + ((0.20455 / minor) * exp(perimeter)))) * exp(((log(extent) - (perimeter * 0.95055)) - log((minor / extent))))))
+y = ((eccentricity * perimeter) - (minor / 0.22723))
 
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
diff --git a/cmake-build-relwithdebinfo/run_8/regress.his b/cmake-build-relwithdebinfo/run_8/regress.his
index 810681f..45563fe 100644
--- a/cmake-build-relwithdebinfo/run_8/regress.his
+++ b/cmake-build-relwithdebinfo/run_8/regress.his
@@ -1,400 +1,289 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 94
+                   nodes: 82
                    depth: 6
-                    hits: 616
+                    hits: 585
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 585
+             raw fitness: 585.0000
+    standardized fitness: 585.0000
+        adjusted fitness: 0.9983
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (/ (* (log (exp (- (+ convex convex)
+                    (log perimeter))))
+       (+ (- (exp (/ minor major))
+             (- (exp perimeter)
+                (- eccentricity area)))
+          (/ (exp (/ eccentricity eccentricity))
+             (/ (- extent minor)
+                (/ eccentricity perimeter)))))
+    (/ (- (* (log (exp major))
+             (* (log 0.63932)
+                (* -0.45808 eccentricity)))
+          (+ (log (* perimeter major))
+             (* (exp 0.14976)
+                (log minor))))
+       (* (+ (log (log convex))
+             (* (- convex -0.74572)
+                (- area area)))
+          (+ (/ (- minor convex)
+                (/ area major))
+             (* (exp extent)
+                (- minor eccentricity))))))
 === BEST-OF-RUN ===
       current generation: 1
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 2
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 0
-                   nodes: 94
-                   depth: 6
-                    hits: 616
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 616
-             raw fitness: 616.0000
-    standardized fitness: 616.0000
-        adjusted fitness: 0.9984
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
 TREE:
- (+ (+ (/ (log (+ (log major)
-                  (/ 0.66193 major)))
-          (/ (+ (+ area eccentricity)
-                (* perimeter eccentricity))
-             (/ (- major major)
-                (log perimeter))))
-       (+ (/ (* (- minor eccentricity)
-                (+ major -0.00849))
-             (/ (/ 0.33991 major)
-                (+ extent convex)))
-          (/ (exp (/ perimeter eccentricity))
-             (- (/ extent extent)
-                (* minor minor)))))
-    (* (* (+ (+ (/ convex minor)
-                (- convex minor))
-             (+ (+ perimeter convex)
-                (exp major)))
-          (+ (- (/ minor extent)
-                (/ extent minor))
-             (* (/ 0.20455 minor)
-                (exp perimeter))))
-       (exp (- (- (log extent)
-                  (* perimeter 0.95055))
-               (log (/ minor extent))))))
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
+=== BEST-OF-RUN ===
+      current generation: 10
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
+TREE:
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
+=== BEST-OF-RUN ===
+      current generation: 11
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
+TREE:
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
+=== BEST-OF-RUN ===
+      current generation: 12
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
+TREE:
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
+=== BEST-OF-RUN ===
+      current generation: 13
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
+TREE:
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
+=== BEST-OF-RUN ===
+      current generation: 14
+              generation: 1
+                   nodes: 7
+                   depth: 2
+                    hits: 719
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 719
+             raw fitness: 719.0000
+    standardized fitness: 719.0000
+        adjusted fitness: 0.9986
+TREE:
+ (- (* eccentricity perimeter)
+    (/ minor 0.22723))
diff --git a/cmake-build-relwithdebinfo/run_8/regress.prg b/cmake-build-relwithdebinfo/run_8/regress.prg
index 575e8c5..2709417 100644
--- a/cmake-build-relwithdebinfo/run_8/regress.prg
+++ b/cmake-build-relwithdebinfo/run_8/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  10958.00000, perimeter =    422.88000, major_axis_length =    172.13432, minor_axis_length =     82.23724, eccentricity =      0.87850, convex_area =  11351.00000, extent =      0.64198, type = O
-    area =  13935.00000, perimeter =    483.24399, major_axis_length =    196.78610, minor_axis_length =     91.71785, eccentricity =      0.88474, convex_area =  14428.00000, extent =      0.59323, type = C
-    area =  12281.00000, perimeter =    437.45901, major_axis_length =    179.54179, minor_axis_length =     88.17609, eccentricity =      0.87109, convex_area =  12532.00000, extent =      0.74575, type = O
-    area =  14178.00000, perimeter =    488.88101, major_axis_length =    207.39560, minor_axis_length =     88.06809, eccentricity =      0.90536, convex_area =  14406.00000, extent =      0.55775, type = C
-    area =  10723.00000, perimeter =    431.16400, major_axis_length =    182.32512, minor_axis_length =     76.51873, eccentricity =      0.90767, convex_area =  11059.00000, extent =      0.78128, type = O
-    area =  13066.00000, perimeter =    458.26199, major_axis_length =    186.34586, minor_axis_length =     90.90146, eccentricity =      0.87295, convex_area =  13315.00000, extent =      0.61481, type = O
-    area =  11220.00000, perimeter =    418.54901, major_axis_length =    172.75803, minor_axis_length =     83.32672, eccentricity =      0.87599, convex_area =  11380.00000, extent =      0.60662, type = O
-    area =  11923.00000, perimeter =    437.93900, major_axis_length =    184.99966, minor_axis_length =     83.11607, eccentricity =      0.89339, convex_area =  12093.00000, extent =      0.76234, type = O
-    area =  12598.00000, perimeter =    445.18500, major_axis_length =    178.97925, minor_axis_length =     91.10216, eccentricity =      0.86076, convex_area =  12923.00000, extent =      0.63142, type = O
-    area =  16258.00000, perimeter =    533.34100, major_axis_length =    229.11299, minor_axis_length =     91.12013, eccentricity =      0.91751, convex_area =  16705.00000, extent =      0.57082, type = C
-    area =  12135.00000, perimeter =    432.81299, major_axis_length =    180.87585, minor_axis_length =     86.05373, eccentricity =      0.87957, convex_area =  12304.00000, extent =      0.64305, type = O
-    area =  11983.00000, perimeter =    432.43900, major_axis_length =    172.42494, minor_axis_length =     89.33904, eccentricity =      0.85530, convex_area =  12238.00000, extent =      0.70084, type = O
-    area =  17192.00000, perimeter =    528.34198, major_axis_length =    222.94994, minor_axis_length =     99.09267, eccentricity =      0.89580, convex_area =  17457.00000, extent =      0.62891, type = C
-    area =  13089.00000, perimeter =    458.07700, major_axis_length =    182.10921, minor_axis_length =     92.58980, eccentricity =      0.86110, convex_area =  13562.00000, extent =      0.71291, type = O
-    area =  14814.00000, perimeter =    503.14801, major_axis_length =    217.25677, minor_axis_length =     88.17827, eccentricity =      0.91393, convex_area =  15110.00000, extent =      0.54511, type = C
-    area =  11488.00000, perimeter =    416.37799, major_axis_length =    170.40480, minor_axis_length =     86.13889, eccentricity =      0.86283, convex_area =  11663.00000, extent =      0.75321, type = O
-    area =  13397.00000, perimeter =    474.86499, major_axis_length =    200.54626, minor_axis_length =     86.39674, eccentricity =      0.90244, convex_area =  13762.00000, extent =      0.69404, type = C
-    area =  11889.00000, perimeter =    426.64700, major_axis_length =    172.26799, minor_axis_length =     89.44281, eccentricity =      0.85465, convex_area =  12162.00000, extent =      0.61157, type = O
-    area =  14746.00000, perimeter =    504.31400, major_axis_length =    220.34344, minor_axis_length =     85.93158, eccentricity =      0.92082, convex_area =  14995.00000, extent =      0.79751, type = C
-    area =  11016.00000, perimeter =    404.35400, major_axis_length =    166.70659, minor_axis_length =     84.50535, eccentricity =      0.86200, convex_area =  11146.00000, extent =      0.76330, type = O
-    area =  14759.00000, perimeter =    493.80399, major_axis_length =    207.78458, minor_axis_length =     91.68565, eccentricity =      0.89738, convex_area =  15106.00000, extent =      0.70587, type = C
-    area =  12024.00000, perimeter =    436.52600, major_axis_length =    182.35010, minor_axis_length =     84.88275, eccentricity =      0.88505, convex_area =  12235.00000, extent =      0.62664, type = O
-    area =  12579.00000, perimeter =    445.88800, major_axis_length =    185.28030, minor_axis_length =     86.88208, eccentricity =      0.88324, convex_area =  12794.00000, extent =      0.65298, type = O
-    area =  12437.00000, perimeter =    442.49899, major_axis_length =    183.57292, minor_axis_length =     86.80198, eccentricity =      0.88114, convex_area =  12645.00000, extent =      0.62674, type = O
-    area =  11703.00000, perimeter =    422.05301, major_axis_length =    166.01041, minor_axis_length =     91.12495, eccentricity =      0.83588, convex_area =  12023.00000, extent =      0.65376, type = O
-    area =  10826.00000, perimeter =    414.22299, major_axis_length =    168.25279, minor_axis_length =     82.88859, eccentricity =      0.87023, convex_area =  11040.00000, extent =      0.61550, type = O
-    area =  16893.00000, perimeter =    523.25403, major_axis_length =    216.24049, minor_axis_length =    100.40816, eccentricity =      0.88566, convex_area =  17293.00000, extent =      0.68106, type = C
-    area =  10955.00000, perimeter =    419.99500, major_axis_length =    172.93109, minor_axis_length =     81.46967, eccentricity =      0.88207, convex_area =  11147.00000, extent =      0.61459, type = O
-    area =   8652.00000, perimeter =    374.40201, major_axis_length =    151.82214, minor_axis_length =     74.14385, eccentricity =      0.87264, convex_area =   8866.00000, extent =      0.60912, type = O
-    area =  16570.00000, perimeter =    519.12299, major_axis_length =    221.01448, minor_axis_length =     96.22779, eccentricity =      0.90024, convex_area =  16757.00000, extent =      0.59234, type = C
-    area =  13742.00000, perimeter =    484.34201, major_axis_length =    195.28494, minor_axis_length =     91.24281, eccentricity =      0.88414, convex_area =  14224.00000, extent =      0.67241, type = O
-    area =  10749.00000, perimeter =    412.42499, major_axis_length =    168.11682, minor_axis_length =     82.58827, eccentricity =      0.87102, convex_area =  11012.00000, extent =      0.70810, type = O
-    area =  14143.00000, perimeter =    481.90799, major_axis_length =    199.99072, minor_axis_length =     91.09356, eccentricity =      0.89024, convex_area =  14450.00000, extent =      0.58423, type = C
-    area =  13443.00000, perimeter =    469.45401, major_axis_length =    196.63802, minor_axis_length =     87.97915, eccentricity =      0.89433, convex_area =  13686.00000, extent =      0.57226, type = O
-    area =  10387.00000, perimeter =    400.58099, major_axis_length =    164.76086, minor_axis_length =     81.01570, eccentricity =      0.87076, convex_area =  10536.00000, extent =      0.80663, type = O
-    area =  12599.00000, perimeter =    455.28101, major_axis_length =    188.01591, minor_axis_length =     86.37449, eccentricity =      0.88823, convex_area =  12897.00000, extent =      0.62125, type = C
-    area =  14517.00000, perimeter =    488.32401, major_axis_length =    196.16449, minor_axis_length =     95.58290, eccentricity =      0.87326, convex_area =  14976.00000, extent =      0.59513, type = C
-    area =  11072.00000, perimeter =    421.00000, major_axis_length =    174.78931, minor_axis_length =     81.57894, eccentricity =      0.88440, convex_area =  11245.00000, extent =      0.79540, type = O
-    area =  10759.00000, perimeter =    401.92700, major_axis_length =    158.93987, minor_axis_length =     87.47952, eccentricity =      0.83491, convex_area =  10955.00000, extent =      0.61922, type = O
-    area =  10858.00000, perimeter =    412.21701, major_axis_length =    166.96233, minor_axis_length =     84.06575, eccentricity =      0.86399, convex_area =  11171.00000, extent =      0.79290, type = O
-    area =  13677.00000, perimeter =    494.63501, major_axis_length =    219.59956, minor_axis_length =     79.63166, eccentricity =      0.93194, convex_area =  13936.00000, extent =      0.53210, type = C
-    area =  13217.00000, perimeter =    471.75101, major_axis_length =    194.13132, minor_axis_length =     88.09218, eccentricity =      0.89112, convex_area =  13520.00000, extent =      0.57209, type = O
-    area =   9154.00000, perimeter =    383.67700, major_axis_length =    158.31737, minor_axis_length =     74.56001, eccentricity =      0.88216, convex_area =   9346.00000, extent =      0.74751, type = O
-    area =  14560.00000, perimeter =    487.12900, major_axis_length =    200.73952, minor_axis_length =     93.22659, eccentricity =      0.88562, convex_area =  14867.00000, extent =      0.67345, type = C
-    area =  15551.00000, perimeter =    515.78400, major_axis_length =    215.08974, minor_axis_length =     93.75079, eccentricity =      0.90001, convex_area =  15908.00000, extent =      0.56566, type = C
-    area =  14522.00000, perimeter =    499.82501, major_axis_length =    217.67436, minor_axis_length =     85.68789, eccentricity =      0.91926, convex_area =  14719.00000, extent =      0.53194, type = C
-    area =  11334.00000, perimeter =    433.38901, major_axis_length =    178.98973, minor_axis_length =     82.29804, eccentricity =      0.88803, convex_area =  11566.00000, extent =      0.71158, type = O
-    area =  14938.00000, perimeter =    502.68701, major_axis_length =    209.64473, minor_axis_length =     92.03596, eccentricity =      0.89848, convex_area =  15331.00000, extent =      0.63520, type = C
-    area =  12442.00000, perimeter =    459.53500, major_axis_length =    187.50885, minor_axis_length =     87.18730, eccentricity =      0.88532, convex_area =  12941.00000, extent =      0.58758, type = C
-    area =  13988.00000, perimeter =    491.48901, major_axis_length =    208.36464, minor_axis_length =     86.78497, eccentricity =      0.90913, convex_area =  14427.00000, extent =      0.61311, type = C
-    area =  14041.00000, perimeter =    481.94800, major_axis_length =    204.59848, minor_axis_length =     88.18790, eccentricity =      0.90234, convex_area =  14284.00000, extent =      0.57231, type = C
-    area =  13909.00000, perimeter =    475.61801, major_axis_length =    199.60727, minor_axis_length =     89.94420, eccentricity =      0.89272, convex_area =  14241.00000, extent =      0.72788, type = C
-    area =  13410.00000, perimeter =    464.77600, major_axis_length =    186.42899, minor_axis_length =     93.29446, eccentricity =      0.86578, convex_area =  13894.00000, extent =      0.71669, type = O
-    area =  13198.00000, perimeter =    468.45599, major_axis_length =    200.49115, minor_axis_length =     84.69169, eccentricity =      0.90640, convex_area =  13455.00000, extent =      0.73192, type = C
-    area =  11672.00000, perimeter =    435.71399, major_axis_length =    179.92755, minor_axis_length =     83.97663, eccentricity =      0.88440, convex_area =  11941.00000, extent =      0.65776, type = O
-    area =  12103.00000, perimeter =    439.21799, major_axis_length =    181.98512, minor_axis_length =     85.55490, eccentricity =      0.88260, convex_area =  12339.00000, extent =      0.59928, type = O
-    area =  16419.00000, perimeter =    531.42102, major_axis_length =    224.06595, minor_axis_length =     94.54113, eccentricity =      0.90663, convex_area =  16874.00000, extent =      0.55042, type = C
-    area =  15371.00000, perimeter =    497.66501, major_axis_length =    212.74893, minor_axis_length =     92.46557, eccentricity =      0.90061, convex_area =  15587.00000, extent =      0.81208, type = C
-    area =  12362.00000, perimeter =    448.11200, major_axis_length =    181.03906, minor_axis_length =     88.52608, eccentricity =      0.87229, convex_area =  12720.00000, extent =      0.63278, type = O
-    area =  10849.00000, perimeter =    410.49399, major_axis_length =    167.98471, minor_axis_length =     82.65473, eccentricity =      0.87057, convex_area =  11025.00000, extent =      0.60915, type = O
-    area =  12142.00000, perimeter =    443.51501, major_axis_length =    177.74475, minor_axis_length =     88.19751, eccentricity =      0.86821, convex_area =  12459.00000, extent =      0.61563, type = O
-    area =  10728.00000, perimeter =    415.92700, major_axis_length =    169.27434, minor_axis_length =     81.99689, eccentricity =      0.87485, convex_area =  10996.00000, extent =      0.59310, type = O
-    area =  13033.00000, perimeter =    466.13901, major_axis_length =    198.20711, minor_axis_length =     84.51666, eccentricity =      0.90453, convex_area =  13234.00000, extent =      0.76927, type = O
-    area =  12235.00000, perimeter =    443.45599, major_axis_length =    187.66254, minor_axis_length =     83.75172, eccentricity =      0.89489, convex_area =  12442.00000, extent =      0.65833, type = O
-    area =  11883.00000, perimeter =    448.21600, major_axis_length =    191.74635, minor_axis_length =     79.46400, eccentricity =      0.91008, convex_area =  12103.00000, extent =      0.55032, type = C
-    area =  17079.00000, perimeter =    520.45001, major_axis_length =    216.15999, minor_axis_length =    101.76250, eccentricity =      0.88225, convex_area =  17418.00000, extent =      0.79437, type = C
-    area =  11652.00000, perimeter =    428.80801, major_axis_length =    169.58989, minor_axis_length =     89.57381, eccentricity =      0.84913, convex_area =  12067.00000, extent =      0.73700, type = O
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diff --git a/cmake-build-relwithdebinfo/run_8/regress.stt b/cmake-build-relwithdebinfo/run_8/regress.stt
index e653d13..1f30de0 100644
--- a/cmake-build-relwithdebinfo/run_8/regress.stt
+++ b/cmake-build-relwithdebinfo/run_8/regress.stt
@@ -1,11 +1,16 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9674	0.9984	0.0000	17.760	3.290	94	6	46	6	0.9674	0.9984	0.0000	17.760	3.290	94	6	46	6	
-1	0	0.9943	0.9984	0.0000	16.865	3.489	94	6	48	6	0.9809	0.9984	0.0000	17.312	3.389	94	6	46	6	
-2	0	0.9918	0.9984	0.0000	15.945	3.494	94	6	17	6	0.9845	0.9984	0.0000	16.857	3.424	94	6	46	6	
-3	0	0.9955	0.9984	0.0000	14.954	3.365	94	6	34	5	0.9873	0.9984	0.0000	16.381	3.409	94	6	46	6	
-4	0	0.9930	0.9984	0.0000	15.514	3.421	94	6	24	6	0.9884	0.9984	0.0000	16.207	3.412	94	6	46	6	
-5	0	0.9943	0.9984	0.0000	14.149	3.271	94	6	42	8	0.9894	0.9984	0.0000	15.864	3.388	94	6	46	6	
-6	0	0.9943	0.9984	0.0000	14.643	3.494	94	6	62	10	0.9901	0.9984	0.0000	15.690	3.403	94	6	46	6	
-7	0	0.9968	0.9984	0.0000	14.394	3.542	94	6	13	6	0.9909	0.9984	0.0000	15.528	3.421	94	6	46	6	
-8	0	0.9943	0.9984	0.0000	14.380	3.451	94	6	50	8	0.9913	0.9984	0.0000	15.400	3.424	94	6	46	6	
-9	0	0.9955	0.9984	0.0000	14.176	3.419	94	6	85	8	0.9917	0.9984	0.0000	15.278	3.424	94	6	46	6	
+0	0	0.9606	0.9983	0.0000	16.650	3.232	82	6	32	5	0.9606	0.9983	0.0000	16.650	3.232	82	6	32	5	
+1	0	0.9955	0.9986	0.0000	15.101	3.184	7	2	12	5	0.9780	0.9986	0.0000	15.876	3.208	7	2	32	5	
+2	0	0.9892	0.9986	0.0000	14.465	3.191	7	2	33	8	0.9818	0.9986	0.0000	15.405	3.203	7	2	32	5	
+3	0	0.9955	0.9986	0.0000	13.625	3.186	7	2	40	6	0.9852	0.9986	0.0000	14.960	3.198	7	2	32	5	
+4	0	0.9967	0.9986	0.0000	12.970	3.115	7	2	51	8	0.9875	0.9986	0.0000	14.562	3.182	7	2	32	5	
+5	0	0.9967	0.9986	0.0000	11.926	3.215	7	2	69	16	0.9890	0.9986	0.0000	14.123	3.187	7	2	32	5	
+6	0	0.9880	0.9986	0.0000	11.268	3.115	7	2	30	7	0.9889	0.9986	0.0000	13.715	3.177	7	2	32	5	
+7	0	0.9942	0.9986	0.0000	10.139	2.975	7	2	30	8	0.9896	0.9986	0.0000	13.268	3.152	7	2	32	5	
+8	0	0.9955	0.9986	0.0000	10.037	2.949	7	2	38	7	0.9902	0.9986	0.0000	12.909	3.129	7	2	32	5	
+9	0	0.9967	0.9986	0.0000	9.950	2.999	7	2	20	6	0.9909	0.9986	0.0000	12.613	3.116	7	2	32	5	
+10	0	0.9967	0.9986	0.0000	9.707	3.047	7	2	16	6	0.9914	0.9986	0.0000	12.349	3.110	7	2	32	5	
+11	0	0.9980	0.9986	0.9878	9.359	3.056	7	2	13	5	0.9919	0.9986	0.0000	12.100	3.105	7	2	32	5	
+12	0	0.9979	0.9986	0.9000	8.846	2.935	7	2	48	10	0.9924	0.9986	0.0000	11.850	3.092	7	2	32	5	
+13	0	0.9980	0.9986	0.9979	9.190	3.049	7	2	12	6	0.9928	0.9986	0.0000	11.660	3.089	7	2	32	5	
+14	0	0.9980	0.9986	0.9976	9.398	3.000	7	2	24	6	0.9931	0.9986	0.0000	11.509	3.083	7	2	32	5	
diff --git a/cmake-build-relwithdebinfo/run_8/regress.sys b/cmake-build-relwithdebinfo/run_8/regress.sys
index 55d1c51..e36ac92 100644
--- a/cmake-build-relwithdebinfo/run_8/regress.sys
+++ b/cmake-build-relwithdebinfo/run_8/regress.sys
@@ -14,9 +14,9 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 148.
+    no random number seed specfied; using 20.
 creating initial population(s):
-    1087 trees were generated to fill the population of 800 (800 trees).
+    1103 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
@@ -29,22 +29,22 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 2.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 3.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 4.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 8.
     evaluation complete.  (0s wall)
@@ -52,3 +52,44 @@ no checkpointing will be done.
 === generation 9.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 10.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 11.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 12.
+    evaluation complete.  (1s wall)
+    breeding complete.    (0s wall)
+=== generation 13.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 14.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      4063570
+               freed:      4015570
+           not freed:      48000
+       max allocated:      446620
+    malloc'ed blocks:      50326
+   realloc'ed blocks:      7
+      free'ed blocks:      50320
+
+------- time -------
+             overall:      5s wall
+          evaluation:      4s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      1601
+               freed:      1601
+           allocated:      1000
+              blocks:      1
diff --git a/cmake-build-relwithdebinfo/run_9/regress.bst b/cmake-build-relwithdebinfo/run_9/regress.bst
index b60badf..2f160aa 100644
--- a/cmake-build-relwithdebinfo/run_9/regress.bst
+++ b/cmake-build-relwithdebinfo/run_9/regress.bst
@@ -1,23 +1,26 @@
 === BEST-OF-RUN ===
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 TREE-equ:
-y = (exp(exp(log(((perimeter - eccentricity) + log(eccentricity))))) * log(log((((major / minor) / (log(eccentricity) + eccentricity)) + ((eccentricity - eccentricity) + log(eccentricity))))))
+y = (exp(log((log((major * exp(-0.00203))) - (log(extent) + (area - perimeter))))) + (((log((extent / convex)) * perimeter) + (((perimeter / perimeter) - (minor / 0.01145)) - minor)) + (log(log((convex / area))) * log(area))))
diff --git a/cmake-build-relwithdebinfo/run_9/regress.fn b/cmake-build-relwithdebinfo/run_9/regress.fn
index 49aa951..906a7b6 100644
--- a/cmake-build-relwithdebinfo/run_9/regress.fn
+++ b/cmake-build-relwithdebinfo/run_9/regress.fn
@@ -1,17 +1,20 @@
-Hits: 2194, Total Size: 2810, Percent Hit: 78.078292
-CC: 931
-CO: 210
-OO: 1263
-OC: 406
-Fitness: 0.998736
-Hits: 790
+Hits: 2541, Total Size: 2810, Percent Hit: 90.427046
+CC: 1037
+CO: 88
+OO: 1504
+OC: 181
+Fitness: 0.998886
+Hits: 897
 
 
-y = (exp(exp(log(((perimeter - eccentricity) + log(eccentricity))))) * log(log((((major / minor) / (log(eccentricity) + eccentricity)) + ((eccentricity - eccentricity) + log(eccentricity))))))
+y = (exp(log((log((major * exp(-0.00203))) - (log(extent) + (area - perimeter))))) + (((log((extent / convex)) * perimeter) + (((perimeter / perimeter) - (minor / 0.01145)) - minor)) + (log(log((convex / area))) * log(area))))
 
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
diff --git a/cmake-build-relwithdebinfo/run_9/regress.his b/cmake-build-relwithdebinfo/run_9/regress.his
index 121f762..a95d83f 100644
--- a/cmake-build-relwithdebinfo/run_9/regress.his
+++ b/cmake-build-relwithdebinfo/run_9/regress.his
@@ -1,656 +1,1236 @@
 === BEST-OF-RUN ===
       current generation: 0
               generation: 0
-                   nodes: 27
-                   depth: 6
-                    hits: 649
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 649
-             raw fitness: 649.0000
-    standardized fitness: 649.0000
-        adjusted fitness: 0.9985
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (exp (exp (log (* (- area 0.44061)
-                      (/ eccentricity minor)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ -0.16227 eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 1
               generation: 0
-                   nodes: 27
-                   depth: 6
-                    hits: 649
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 649
-             raw fitness: 649.0000
-    standardized fitness: 649.0000
-        adjusted fitness: 0.9985
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (exp (exp (log (* (- area 0.44061)
-                      (/ eccentricity minor)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ -0.16227 eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 2
               generation: 0
-                   nodes: 27
-                   depth: 6
-                    hits: 649
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 649
-             raw fitness: 649.0000
-    standardized fitness: 649.0000
-        adjusted fitness: 0.9985
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
+        adjusted fitness: 0.9987
 TREE:
- (* (exp (exp (log (* (- area 0.44061)
-                      (/ eccentricity minor)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ -0.16227 eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 3
-              generation: 3
-                   nodes: 6
-                   depth: 3
-                    hits: 742
+              generation: 0
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 742
-             raw fitness: 742.0000
-    standardized fitness: 742.0000
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
         adjusted fitness: 0.9987
 TREE:
- (log (+ 0.18878
-         (* eccentricity eccentricity)))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 4
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
         adjusted fitness: 0.9987
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 5
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
         adjusted fitness: 0.9987
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 6
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 0
+                   nodes: 30
+                   depth: 5
+                    hits: 785
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
+                    hits: 785
+             raw fitness: 785.0000
+    standardized fitness: 785.0000
         adjusted fitness: 0.9987
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (* (+ (log (log (- -0.72685 area)))
+       (* (log (- convex minor))
+          (* (/ perimeter perimeter)
+             (exp area))))
+    (log (+ (exp (/ area area))
+            (/ (/ major minor)
+               (log -0.55166)))))
 === BEST-OF-RUN ===
       current generation: 7
-              generation: 4
-                   nodes: 27
+              generation: 7
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 876
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 876
+             raw fitness: 876.0000
+    standardized fitness: 876.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (log convex)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 8
-              generation: 4
-                   nodes: 27
+              generation: 7
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 876
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 876
+             raw fitness: 876.0000
+    standardized fitness: 876.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (log convex)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 9
-              generation: 4
-                   nodes: 27
+              generation: 7
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 876
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 876
+             raw fitness: 876.0000
+    standardized fitness: 876.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (log convex)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 10
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 11
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 12
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 13
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 14
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 15
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 16
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 17
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 18
-              generation: 4
-                   nodes: 27
-                   depth: 7
-                    hits: 790
+              generation: 10
+                   nodes: 46
+                   depth: 9
+                    hits: 893
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 893
+             raw fitness: 893.0000
+    standardized fitness: 893.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (* (exp (/ (- major minor) minor)) -0.93074)))
+          (+ major extent))))
 === BEST-OF-RUN ===
       current generation: 19
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 20
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 21
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 22
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 23
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 24
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 25
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 26
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 27
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 28
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
 === BEST-OF-RUN ===
       current generation: 29
-              generation: 4
-                   nodes: 27
+              generation: 19
+                   nodes: 40
                    depth: 7
-                    hits: 790
+                    hits: 897
 TOP INDIVIDUAL:
 
 
 
 -- #1 --
-                    hits: 790
-             raw fitness: 790.0000
-    standardized fitness: 790.0000
-        adjusted fitness: 0.9987
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
 TREE:
- (* (exp (exp (log (+ (- perimeter eccentricity)
-                      (log eccentricity)))))
-    (log (log (+ (/ (/ major minor)
-                    (+ (log eccentricity) eccentricity))
-                 (+ (- eccentricity eccentricity)
-                    (log eccentricity))))))
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 30
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 31
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 32
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 33
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 34
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 35
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 36
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 37
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 38
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 39
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 40
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 41
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 42
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 43
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 44
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 45
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 46
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 47
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 48
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
+=== BEST-OF-RUN ===
+      current generation: 49
+              generation: 19
+                   nodes: 40
+                   depth: 7
+                    hits: 897
+TOP INDIVIDUAL:
+
+
+
+-- #1 --
+                    hits: 897
+             raw fitness: 897.0000
+    standardized fitness: 897.0000
+        adjusted fitness: 0.9989
+TREE:
+ (+ (exp (log (- (log (* major
+                         (exp -0.00203)))
+                 (+ (log extent)
+                    (- area perimeter)))))
+    (+ (+ (* (log (/ extent convex)) perimeter)
+          (- (- (/ perimeter perimeter)
+                (/ minor 0.01145)) minor))
+       (* (log (log (/ convex area)))
+          (log area))))
diff --git a/cmake-build-relwithdebinfo/run_9/regress.prg b/cmake-build-relwithdebinfo/run_9/regress.prg
index b4e1327..20f7e21 100644
--- a/cmake-build-relwithdebinfo/run_9/regress.prg
+++ b/cmake-build-relwithdebinfo/run_9/regress.prg
@@ -1,1002 +1,1002 @@
 not starting from checkpoint file.
 1000 fitness cases:
-    area =  11708.00000, perimeter =    423.94101, major_axis_length =    173.93201, minor_axis_length =     85.92611, eccentricity =      0.86945, convex_area =  11918.00000, extent =      0.61132, type = O
-    area =  13200.00000, perimeter =    477.85101, major_axis_length =    202.59695, minor_axis_length =     83.68837, eccentricity =      0.91070, convex_area =  13585.00000, extent =      0.64140, type = C
-    area =  16067.00000, perimeter =    526.42499, major_axis_length =    228.94226, minor_axis_length =     90.14622, eccentricity =      0.91922, convex_area =  16370.00000, extent =      0.55586, type = C
-    area =   9802.00000, perimeter =    412.36899, major_axis_length =    176.16557, minor_axis_length =     71.48280, eccentricity =      0.91398, convex_area =   9991.00000, extent =      0.56695, type = O
-    area =  10496.00000, perimeter =    407.32300, major_axis_length =    167.92937, minor_axis_length =     80.18907, eccentricity =      0.87862, convex_area =  10666.00000, extent =      0.70330, type = O
-    area =  11883.00000, perimeter =    438.21899, major_axis_length =    178.86168, minor_axis_length =     86.56590, eccentricity =      0.87508, convex_area =  12204.00000, extent =      0.67128, type = O
-    area =  12754.00000, perimeter =    450.72400, major_axis_length =    186.26735, minor_axis_length =     88.71730, eccentricity =      0.87929, convex_area =  13063.00000, extent =      0.80163, type = O
-    area =  13901.00000, perimeter =    478.84900, major_axis_length =    200.44191, minor_axis_length =     89.34199, eccentricity =      0.89517, convex_area =  14232.00000, extent =      0.56855, type = C
-    area =  11893.00000, perimeter =    441.39999, major_axis_length =    182.08620, minor_axis_length =     84.24277, eccentricity =      0.88654, convex_area =  12092.00000, extent =      0.57840, type = O
-    area =  12155.00000, perimeter =    434.27499, major_axis_length =    174.77681, minor_axis_length =     89.50150, eccentricity =      0.85893, convex_area =  12388.00000, extent =      0.80295, type = O
-    area =  12202.00000, perimeter =    442.36200, major_axis_length =    180.03778, minor_axis_length =     87.39918, eccentricity =      0.87426, convex_area =  12521.00000, extent =      0.77918, type = C
-    area =  12613.00000, perimeter =    450.20599, major_axis_length =    184.87573, minor_axis_length =     88.06604, eccentricity =      0.87925, convex_area =  12832.00000, extent =      0.60730, type = O
-    area =  10286.00000, perimeter =    418.28900, major_axis_length =    175.14859, minor_axis_length =     75.85381, eccentricity =      0.90135, convex_area =  10548.00000, extent =      0.64159, type = O
-    area =  13139.00000, perimeter =    472.25101, major_axis_length =    202.59767, minor_axis_length =     83.79178, eccentricity =      0.91046, convex_area =  13379.00000, extent =      0.78367, type = C
-    area =  10729.00000, perimeter =    414.69901, major_axis_length =    171.72987, minor_axis_length =     81.42698, eccentricity =      0.88044, convex_area =  10987.00000, extent =      0.79421, type = O
-    area =  12249.00000, perimeter =    440.38599, major_axis_length =    178.58810, minor_axis_length =     88.66050, eccentricity =      0.86806, convex_area =  12538.00000, extent =      0.77320, type = O
-    area =  13196.00000, perimeter =    474.98801, major_axis_length =    199.98131, minor_axis_length =     85.65816, eccentricity =      0.90362, convex_area =  13463.00000, extent =      0.55646, type = C
-    area =  14172.00000, perimeter =    500.42899, major_axis_length =    218.57156, minor_axis_length =     83.36391, eccentricity =      0.92441, convex_area =  14399.00000, extent =      0.60882, type = C
-    area =  12801.00000, perimeter =    459.42401, major_axis_length =    195.09933, minor_axis_length =     84.79961, eccentricity =      0.90060, convex_area =  13058.00000, extent =      0.76160, type = C
-    area =  13335.00000, perimeter =    469.71399, major_axis_length =    199.29723, minor_axis_length =     85.91238, eccentricity =      0.90232, convex_area =  13657.00000, extent =      0.61679, type = C
-    area =  12205.00000, perimeter =    438.35599, major_axis_length =    174.43573, minor_axis_length =     90.32648, eccentricity =      0.85549, convex_area =  12491.00000, extent =      0.61848, type = O
-    area =  11982.00000, perimeter =    448.86401, major_axis_length =    188.14598, minor_axis_length =     81.85522, eccentricity =      0.90040, convex_area =  12206.00000, extent =      0.62815, type = O
-    area =  11352.00000, perimeter =    422.32401, major_axis_length =    171.01981, minor_axis_length =     85.81471, eccentricity =      0.86499, convex_area =  11581.00000, extent =      0.78571, type = O
-    area =  13553.00000, perimeter =    455.19000, major_axis_length =    179.36023, minor_axis_length =     97.49702, eccentricity =      0.83936, convex_area =  13877.00000, extent =      0.72121, type = O
-    area =  12988.00000, perimeter =    461.99100, major_axis_length =    188.77290, minor_axis_length =     88.50922, eccentricity =      0.88327, convex_area =  13259.00000, extent =      0.59515, type = C
-    area =  16519.00000, perimeter =    533.21802, major_axis_length =    224.20227, minor_axis_length =     95.21686, eccentricity =      0.90534, convex_area =  17041.00000, extent =      0.74076, type = C
-    area =  12008.00000, perimeter =    433.23401, major_axis_length =    184.12741, minor_axis_length =     83.70604, eccentricity =      0.89069, convex_area =  12129.00000, extent =      0.64403, type = O
-    area =  14198.00000, perimeter =    485.90302, major_axis_length =    205.10435, minor_axis_length =     89.31972, eccentricity =      0.90020, convex_area =  14414.00000, extent =      0.56584, type = C
-    area =  12153.00000, perimeter =    451.21100, major_axis_length =    187.76920, minor_axis_length =     83.64883, eccentricity =      0.89529, convex_area =  12497.00000, extent =      0.70649, type = C
-    area =  12820.00000, perimeter =    459.17099, major_axis_length =    193.70509, minor_axis_length =     84.83408, eccentricity =      0.89900, convex_area =  13002.00000, extent =      0.59617, type = C
-    area =  11719.00000, perimeter =    430.51199, major_axis_length =    175.51746, minor_axis_length =     86.51001, eccentricity =      0.87009, convex_area =  12000.00000, extent =      0.69931, type = O
-    area =  13605.00000, perimeter =    466.93701, major_axis_length =    191.52223, minor_axis_length =     91.73205, eccentricity =      0.87784, convex_area =  13919.00000, extent =      0.61201, type = C
-    area =  11764.00000, perimeter =    428.56100, major_axis_length =    171.58627, minor_axis_length =     88.72550, eccentricity =      0.85593, convex_area =  12125.00000, extent =      0.68803, type = O
-    area =  14873.00000, perimeter =    499.61600, major_axis_length =    210.27750, minor_axis_length =     91.58362, eccentricity =      0.90017, convex_area =  15195.00000, extent =      0.57303, type = C
-    area =  13169.00000, perimeter =    474.83701, major_axis_length =    201.38011, minor_axis_length =     84.48709, eccentricity =      0.90774, convex_area =  13505.00000, extent =      0.54711, type = C
-    area =  13816.00000, perimeter =    484.27600, major_axis_length =    199.01349, minor_axis_length =     89.86625, eccentricity =      0.89224, convex_area =  14356.00000, extent =      0.64246, type = C
-    area =  12434.00000, perimeter =    454.89301, major_axis_length =    193.15796, minor_axis_length =     82.85860, eccentricity =      0.90332, convex_area =  12652.00000, extent =      0.70368, type = C
-    area =  11088.00000, perimeter =    430.58701, major_axis_length =    184.72202, minor_axis_length =     77.01331, eccentricity =      0.90895, convex_area =  11263.00000, extent =      0.62836, type = O
-    area =  10366.00000, perimeter =    403.45999, major_axis_length =    162.35617, minor_axis_length =     83.06848, eccentricity =      0.85920, convex_area =  10680.00000, extent =      0.70753, type = O
-    area =   9764.00000, perimeter =    390.95700, major_axis_length =    160.22710, minor_axis_length =     78.86163, eccentricity =      0.87049, convex_area =   9956.00000, extent =      0.64881, type = O
-    area =  13005.00000, perimeter =    467.79999, major_axis_length =    199.96500, minor_axis_length =     83.36131, eccentricity =      0.90896, convex_area =  13251.00000, extent =      0.55293, type = O
-    area =  10590.00000, perimeter =    412.50699, major_axis_length =    173.71124, minor_axis_length =     78.52342, eccentricity =      0.89200, convex_area =  10743.00000, extent =      0.78392, type = O
-    area =  14784.00000, perimeter =    481.98599, major_axis_length =    200.02716, minor_axis_length =     94.98056, eccentricity =      0.88007, convex_area =  15005.00000, extent =      0.72159, type = C
-    area =  13722.00000, perimeter =    482.34299, major_axis_length =    202.27818, minor_axis_length =     87.75389, eccentricity =      0.90100, convex_area =  14189.00000, extent =      0.60567, type = C
-    area =  14410.00000, perimeter =    483.80899, major_axis_length =    200.63506, minor_axis_length =     92.52118, eccentricity =      0.88733, convex_area =  14788.00000, extent =      0.58321, type = C
-    area =  11658.00000, perimeter =    424.53400, major_axis_length =    170.76994, minor_axis_length =     88.24642, eccentricity =      0.85613, convex_area =  11963.00000, extent =      0.68299, type = O
-    area =  14577.00000, perimeter =    489.90799, major_axis_length =    204.84602, minor_axis_length =     91.23347, eccentricity =      0.89534, convex_area =  14870.00000, extent =      0.78140, type = C
-    area =  16418.00000, perimeter =    534.98999, major_axis_length =    230.15858, minor_axis_length =     91.78718, eccentricity =      0.91704, convex_area =  16736.00000, extent =      0.64628, type = C
-    area =  12368.00000, perimeter =    449.85800, major_axis_length =    182.73238, minor_axis_length =     87.26391, eccentricity =      0.87860, convex_area =  12722.00000, extent =      0.60866, type = O
-    area =  12863.00000, perimeter =    448.50800, major_axis_length =    182.86191, minor_axis_length =     90.77281, eccentricity =      0.86809, convex_area =  13133.00000, extent =      0.73621, type = O
-    area =  15140.00000, perimeter =    502.55301, major_axis_length =    213.89561, minor_axis_length =     90.89738, eccentricity =      0.90521, convex_area =  15491.00000, extent =      0.75821, type = C
-    area =  12274.00000, perimeter =    441.85300, major_axis_length =    179.85391, minor_axis_length =     87.76014, eccentricity =      0.87287, convex_area =  12587.00000, extent =      0.61598, type = O
-    area =  12346.00000, perimeter =    456.90500, major_axis_length =    193.61288, minor_axis_length =     82.03561, eccentricity =      0.90580, convex_area =  12529.00000, extent =      0.58673, type = C
-    area =   9495.00000, perimeter =    386.59000, major_axis_length =    160.57245, minor_axis_length =     75.85518, eccentricity =      0.88138, convex_area =   9640.00000, extent =      0.66894, type = O
-    area =  13344.00000, perimeter =    469.52802, major_axis_length =    196.68790, minor_axis_length =     87.38164, eccentricity =      0.89590, convex_area =  13609.00000, extent =      0.59914, type = O
-    area =  13414.00000, perimeter =    479.90100, major_axis_length =    203.08597, minor_axis_length =     85.73688, eccentricity =      0.90652, convex_area =  13735.00000, extent =      0.71404, type = C
-    area =  10516.00000, perimeter =    423.39999, major_axis_length =    175.92067, minor_axis_length =     77.73805, eccentricity =      0.89707, convex_area =  10787.00000, extent =      0.63687, type = O
-    area =  13491.00000, perimeter =    475.34500, major_axis_length =    198.66234, minor_axis_length =     87.65083, eccentricity =      0.89741, convex_area =  13812.00000, extent =      0.69883, type = C
-    area =  12547.00000, perimeter =    434.93701, major_axis_length =    174.37941, minor_axis_length =     92.45402, eccentricity =      0.84788, convex_area =  12856.00000, extent =      0.77932, type = O
-    area =  10765.00000, perimeter =    413.67700, major_axis_length =    164.79503, minor_axis_length =     84.79121, eccentricity =      0.85748, convex_area =  11127.00000, extent =      0.60871, type = O
-    area =  13493.00000, perimeter =    480.52899, major_axis_length =    205.57306, minor_axis_length =     84.68375, eccentricity =      0.91121, convex_area =  13843.00000, extent =      0.79689, type = C
-    area =  10885.00000, perimeter =    434.27301, major_axis_length =    191.09132, minor_axis_length =     73.54861, eccentricity =      0.92296, convex_area =  11024.00000, extent =      0.79990, type = C
-    area =  14561.00000, perimeter =    493.53000, major_axis_length =    208.69296, minor_axis_length =     89.70529, eccentricity =      0.90290, convex_area =  14986.00000, extent =      0.77206, type = C
-    area =  11386.00000, perimeter =    450.12000, major_axis_length =    195.46043, minor_axis_length =     75.84289, eccentricity =      0.92165, convex_area =  11612.00000, extent =      0.51286, type = C
-    area =  10326.00000, perimeter =    427.72501, major_axis_length =    174.47438, minor_axis_length =     77.73373, eccentricity =      0.89527, convex_area =  10691.00000, extent =      0.60705, type = O
-    area =   9598.00000, perimeter =    397.00000, major_axis_length =    172.00679, minor_axis_length =     72.28365, eccentricity =      0.90741, convex_area =   9766.00000, extent =      0.79685, type = O
-    area =  12415.00000, perimeter =    445.99500, major_axis_length =    184.36719, minor_axis_length =     87.04115, eccentricity =      0.88154, convex_area =  12719.00000, extent =      0.65799, type = O
-    area =  10030.00000, perimeter =    414.38400, major_axis_length =    181.60057, minor_axis_length =     70.75995, eccentricity =      0.92096, convex_area =  10152.00000, extent =      0.77189, type = O
-    area =  11766.00000, perimeter =    423.98099, major_axis_length =    171.20862, minor_axis_length =     88.11246, eccentricity =      0.85740, convex_area =  11954.00000, extent =      0.63918, type = O
-    area =  11249.00000, perimeter =    423.09500, major_axis_length =    167.86301, minor_axis_length =     86.53877, eccentricity =      0.85687, convex_area =  11560.00000, extent =      0.61889, type = O
-    area =  11939.00000, perimeter =    437.73300, major_axis_length =    178.89888, minor_axis_length =     86.44242, eccentricity =      0.87551, convex_area =  12204.00000, extent =      0.63900, type = O
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diff --git a/cmake-build-relwithdebinfo/run_9/regress.stt b/cmake-build-relwithdebinfo/run_9/regress.stt
index a0362f0..651bd6a 100644
--- a/cmake-build-relwithdebinfo/run_9/regress.stt
+++ b/cmake-build-relwithdebinfo/run_9/regress.stt
@@ -1,31 +1,51 @@
 GEN#	SUB#	μFGEN	FsBestGEN	FsWorstGEN	μTreeSzGEN	μTreeDpGEN	bTreeSzGEN	bTreeDpGEN	wTreeSzGEN	wTreeDpGEN	μFRUN	FsBestRUN	FsWorstRUN	μTreeSzRUN	μTreeDpRUN	bTreeSzRUN	bTreeDpRUN	wTreeSzRUN	wTreeDpRUN
-0	0	0.9568	0.9985	0.0000	18.383	3.362	27	6	42	6	0.9568	0.9985	0.0000	18.383	3.362	27	6	42	6	
-1	0	0.9930	0.9985	0.0000	16.621	3.464	27	6	25	6	0.9749	0.9985	0.0000	17.502	3.413	27	6	42	6	
-2	0	0.9930	0.9985	0.0000	15.195	3.546	27	6	50	8	0.9809	0.9985	0.0000	16.733	3.458	27	6	42	6	
-3	0	0.9892	0.9987	0.0000	13.970	3.580	6	3	40	6	0.9830	0.9987	0.0000	16.042	3.488	6	3	42	6	
-4	0	0.9905	0.9987	0.0000	13.515	3.486	27	7	54	7	0.9845	0.9987	0.0000	15.537	3.488	27	7	42	6	
-5	0	0.9942	0.9987	0.0000	12.235	3.434	27	7	32	6	0.9861	0.9987	0.0000	14.986	3.479	27	7	42	6	
-6	0	0.9905	0.9987	0.0000	12.850	3.550	27	7	36	10	0.9868	0.9987	0.0000	14.681	3.489	27	7	42	6	
-7	0	0.9967	0.9987	0.0000	11.761	3.316	27	7	73	9	0.9880	0.9987	0.0000	14.316	3.467	27	7	42	6	
-8	0	0.9967	0.9987	0.0000	11.758	3.329	27	7	48	8	0.9890	0.9987	0.0000	14.032	3.452	27	7	42	6	
-9	0	0.9967	0.9987	0.0000	11.661	3.294	27	7	20	6	0.9897	0.9987	0.0000	13.795	3.436	27	7	42	6	
-10	0	0.9980	0.9987	0.9964	11.799	3.350	27	7	35	6	0.9905	0.9987	0.0000	13.613	3.428	27	7	42	6	
-11	0	0.9980	0.9987	0.9964	11.545	3.322	27	7	34	6	0.9911	0.9987	0.0000	13.441	3.419	27	7	42	6	
-12	0	0.9930	0.9987	0.0000	11.832	3.381	27	7	33	11	0.9913	0.9987	0.0000	13.317	3.417	27	7	42	6	
-13	0	0.9980	0.9987	0.9979	10.935	3.210	27	7	23	5	0.9917	0.9987	0.0000	13.147	3.402	27	7	42	6	
-14	0	0.9967	0.9987	0.0000	10.332	3.197	27	7	9	3	0.9921	0.9987	0.0000	12.960	3.388	27	7	42	6	
-15	0	0.9980	0.9987	0.9979	9.859	3.135	27	7	10	3	0.9924	0.9987	0.0000	12.766	3.372	27	7	42	6	
-16	0	0.9967	0.9987	0.0000	10.072	3.147	27	7	31	9	0.9927	0.9987	0.0000	12.607	3.359	27	7	42	6	
-17	0	0.9980	0.9987	0.9979	9.643	3.050	27	7	9	5	0.9930	0.9987	0.0000	12.443	3.342	27	7	42	6	
-18	0	0.9967	0.9987	0.0000	8.766	2.866	27	7	30	8	0.9932	0.9987	0.0000	12.249	3.317	27	7	42	6	
-19	0	0.9980	0.9987	0.9979	8.268	2.829	27	7	9	4	0.9934	0.9987	0.0000	12.050	3.292	27	7	42	6	
-20	0	0.9980	0.9987	0.9979	8.179	2.784	27	7	6	3	0.9936	0.9987	0.0000	11.866	3.268	27	7	42	6	
-21	0	0.9980	0.9987	0.9980	7.721	2.645	27	7	9	4	0.9938	0.9987	0.0000	11.677	3.240	27	7	42	6	
-22	0	0.9955	0.9987	0.0000	7.875	2.672	27	7	29	10	0.9939	0.9987	0.0000	11.512	3.215	27	7	42	6	
-23	0	0.9967	0.9987	0.0000	8.107	2.766	27	7	14	7	0.9940	0.9987	0.0000	11.370	3.197	27	7	42	6	
-24	0	0.9967	0.9987	0.0000	7.695	2.736	27	7	12	4	0.9941	0.9987	0.0000	11.223	3.178	27	7	42	6	
-25	0	0.9955	0.9987	0.0000	7.980	2.766	27	7	11	4	0.9942	0.9987	0.0000	11.098	3.162	27	7	42	6	
-26	0	0.9967	0.9987	0.0000	7.191	2.643	27	7	13	6	0.9943	0.9987	0.0000	10.954	3.143	27	7	42	6	
-27	0	0.9967	0.9987	0.0000	6.411	2.415	27	7	27	7	0.9944	0.9987	0.0000	10.791	3.117	27	7	42	6	
-28	0	0.9967	0.9987	0.0000	6.125	2.290	27	7	17	9	0.9945	0.9987	0.0000	10.631	3.089	27	7	42	6	
-29	0	0.9967	0.9987	0.0000	5.639	2.154	27	7	12	5	0.9945	0.9987	0.0000	10.464	3.057	27	7	42	6	
+0	0	0.9568	0.9987	0.0000	17.951	3.404	30	5	20	4	0.9568	0.9987	0.0000	17.951	3.404	30	5	20	4	
+1	0	0.9893	0.9987	0.0000	16.585	3.361	30	5	8	3	0.9731	0.9987	0.0000	17.268	3.382	30	5	20	4	
+2	0	0.9905	0.9987	0.0000	16.505	3.489	30	5	14	4	0.9789	0.9987	0.0000	17.014	3.418	30	5	20	4	
+3	0	0.9943	0.9987	0.0000	15.574	3.456	30	5	25	10	0.9827	0.9987	0.0000	16.654	3.428	30	5	20	4	
+4	0	0.9905	0.9987	0.0000	15.169	3.536	30	5	15	4	0.9843	0.9987	0.0000	16.357	3.449	30	5	20	4	
+5	0	0.9943	0.9987	0.0000	14.768	3.493	30	5	68	8	0.9860	0.9987	0.0000	16.092	3.456	30	5	20	4	
+6	0	0.9918	0.9987	0.0000	13.231	3.374	30	5	80	9	0.9868	0.9987	0.0000	15.683	3.445	30	5	20	4	
+7	0	0.9930	0.9989	0.0000	13.091	3.344	40	7	31	7	0.9876	0.9989	0.0000	15.359	3.432	40	7	20	4	
+8	0	0.9968	0.9989	0.0000	12.422	3.364	40	7	52	10	0.9886	0.9989	0.0000	15.033	3.424	40	7	20	4	
+9	0	0.9968	0.9989	0.0000	11.568	3.274	40	7	46	8	0.9894	0.9989	0.0000	14.686	3.409	40	7	20	4	
+10	0	0.9955	0.9989	0.0000	11.209	3.269	46	9	59	11	0.9900	0.9989	0.0000	14.370	3.397	46	9	20	4	
+11	0	0.9955	0.9989	0.0000	10.197	3.078	46	9	10	4	0.9904	0.9989	0.0000	14.023	3.370	46	9	20	4	
+12	0	0.9955	0.9989	0.0000	10.106	3.103	46	9	24	10	0.9908	0.9989	0.0000	13.721	3.349	46	9	20	4	
+13	0	0.9968	0.9989	0.0000	10.152	3.038	46	9	13	6	0.9912	0.9989	0.0000	13.466	3.327	46	9	20	4	
+14	0	0.9968	0.9989	0.0000	10.402	3.156	46	9	31	7	0.9916	0.9989	0.0000	13.262	3.316	46	9	20	4	
+15	0	0.9980	0.9989	0.9979	9.922	3.004	46	9	4	3	0.9920	0.9989	0.0000	13.053	3.296	46	9	20	4	
+16	0	0.9980	0.9989	0.9958	9.339	2.944	46	9	25	8	0.9924	0.9989	0.0000	12.835	3.276	46	9	20	4	
+17	0	0.9980	0.9989	0.9978	8.342	2.770	46	9	14	4	0.9927	0.9989	0.0000	12.585	3.247	46	9	20	4	
+18	0	0.9968	0.9989	0.0000	8.169	2.801	46	9	14	6	0.9929	0.9989	0.0000	12.353	3.224	46	9	20	4	
+19	0	0.9955	0.9989	0.0000	8.269	2.833	40	7	28	13	0.9930	0.9989	0.0000	12.149	3.204	40	7	20	4	
+20	0	0.9980	0.9989	0.9978	8.289	2.775	40	7	4	2	0.9933	0.9989	0.0000	11.965	3.184	40	7	20	4	
+21	0	0.9968	0.9989	0.0000	7.970	2.726	40	7	24	7	0.9934	0.9989	0.0000	11.783	3.163	40	7	20	4	
+22	0	0.9980	0.9989	0.9979	7.923	2.765	40	7	3	1	0.9936	0.9989	0.0000	11.615	3.146	40	7	20	4	
+23	0	0.9980	0.9989	0.9979	7.376	2.605	40	7	3	1	0.9938	0.9989	0.0000	11.439	3.123	40	7	20	4	
+24	0	0.9968	0.9989	0.0000	6.921	2.513	40	7	26	8	0.9939	0.9989	0.0000	11.258	3.099	40	7	20	4	
+25	0	0.9968	0.9989	0.0000	7.131	2.629	40	7	12	4	0.9940	0.9989	0.0000	11.099	3.081	40	7	20	4	
+26	0	0.9968	0.9989	0.0000	6.685	2.460	40	7	21	8	0.9941	0.9989	0.0000	10.936	3.058	40	7	20	4	
+27	0	0.9955	0.9989	0.0000	6.654	2.384	40	7	30	8	0.9942	0.9989	0.0000	10.783	3.034	40	7	20	4	
+28	0	0.9980	0.9989	0.9980	6.981	2.510	40	7	2	1	0.9943	0.9989	0.0000	10.652	3.016	40	7	20	4	
+29	0	0.9930	0.9989	0.0000	7.253	2.536	40	7	16	7	0.9943	0.9989	0.0000	10.539	3.000	40	7	20	4	
+30	0	0.9980	0.9989	0.9976	7.032	2.511	40	7	15	6	0.9944	0.9989	0.0000	10.425	2.984	40	7	20	4	
+31	0	0.9968	0.9989	0.0000	7.096	2.428	40	7	32	8	0.9945	0.9989	0.0000	10.321	2.967	40	7	20	4	
+32	0	0.9955	0.9989	0.0000	7.361	2.536	40	7	16	4	0.9945	0.9989	0.0000	10.232	2.953	40	7	20	4	
+33	0	0.9968	0.9989	0.0000	7.345	2.509	40	7	13	4	0.9946	0.9989	0.0000	10.147	2.940	40	7	20	4	
+34	0	0.9980	0.9989	0.9961	7.211	2.466	40	7	10	5	0.9947	0.9989	0.0000	10.063	2.927	40	7	20	4	
+35	0	0.9980	0.9989	0.9978	6.905	2.426	40	7	8	4	0.9948	0.9989	0.0000	9.975	2.913	40	7	20	4	
+36	0	0.9980	0.9989	0.9976	7.051	2.417	40	7	3	1	0.9948	0.9989	0.0000	9.896	2.900	40	7	20	4	
+37	0	0.9968	0.9989	0.0000	6.707	2.310	40	7	68	9	0.9949	0.9989	0.0000	9.812	2.884	40	7	20	4	
+38	0	0.9980	0.9989	0.9976	6.250	2.216	40	7	7	3	0.9950	0.9989	0.0000	9.721	2.867	40	7	20	4	
+39	0	0.9955	0.9989	0.0000	5.820	2.146	40	7	11	4	0.9950	0.9989	0.0000	9.623	2.849	40	7	20	4	
+40	0	0.9955	0.9989	0.0000	5.468	2.071	40	7	8	4	0.9950	0.9989	0.0000	9.522	2.830	40	7	20	4	
+41	0	0.9968	0.9989	0.0000	5.709	2.226	40	7	8	4	0.9950	0.9989	0.0000	9.431	2.816	40	7	20	4	
+42	0	0.9968	0.9989	0.0000	5.361	2.104	40	7	14	7	0.9951	0.9989	0.0000	9.337	2.799	40	7	20	4	
+43	0	0.9980	0.9989	0.9980	5.590	2.170	40	7	1	0	0.9952	0.9989	0.0000	9.251	2.785	40	7	20	4	
+44	0	0.9968	0.9989	0.0000	5.867	2.229	40	7	26	11	0.9952	0.9989	0.0000	9.176	2.772	40	7	20	4	
+45	0	0.9980	0.9989	0.9976	5.782	2.188	40	7	28	10	0.9953	0.9989	0.0000	9.102	2.760	40	7	20	4	
+46	0	0.9968	0.9989	0.0000	5.652	2.145	40	7	12	5	0.9953	0.9989	0.0000	9.029	2.747	40	7	20	4	
+47	0	0.9980	0.9989	0.9980	5.436	2.094	40	7	7	3	0.9953	0.9989	0.0000	8.954	2.733	40	7	20	4	
+48	0	0.9980	0.9989	0.9980	5.361	2.100	40	7	7	2	0.9954	0.9989	0.0000	8.881	2.720	40	7	20	4	
+49	0	0.9968	0.9989	0.0000	5.489	2.104	40	7	11	4	0.9954	0.9989	0.0000	8.813	2.708	40	7	20	4	
diff --git a/cmake-build-relwithdebinfo/run_9/regress.sys b/cmake-build-relwithdebinfo/run_9/regress.sys
index 214e3b4..0adf012 100644
--- a/cmake-build-relwithdebinfo/run_9/regress.sys
+++ b/cmake-build-relwithdebinfo/run_9/regress.sys
@@ -14,16 +14,16 @@ building function set(s):
     set 0: * / + - exp log area perimeter major minor eccentricity convex extent R
     tree 0 uses function set 0.
     function set complete.
-    no random number seed specfied; using 36.
+    no random number seed specfied; using 75.
 creating initial population(s):
-    1108 trees were generated to fill the population of 800 (800 trees).
+    1052 trees were generated to fill the population of 800 (800 trees).
     initial population(s) complete.
 
 
 starting evolution.
 no checkpointing will be done.
 === generation 0.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 1.
     evaluation complete.  (1s wall)
@@ -38,28 +38,28 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 5.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 6.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 7.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 8.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 9.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 10.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 11.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 12.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 13.
     evaluation complete.  (0s wall)
@@ -68,7 +68,7 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 15.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 16.
     evaluation complete.  (0s wall)
@@ -77,7 +77,7 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 18.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 19.
     evaluation complete.  (0s wall)
@@ -92,13 +92,13 @@ no checkpointing will be done.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 23.
-    evaluation complete.  (1s wall)
+    evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 24.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
 === generation 25.
-    evaluation complete.  (0s wall)
+    evaluation complete.  (1s wall)
     breeding complete.    (0s wall)
 === generation 26.
     evaluation complete.  (0s wall)
@@ -112,3 +112,89 @@ no checkpointing will be done.
 === generation 29.
     evaluation complete.  (0s wall)
     breeding complete.    (0s wall)
+=== generation 30.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 31.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 32.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 33.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 34.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 35.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 36.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 37.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 38.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 39.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 40.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 41.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 42.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 43.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 44.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 45.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 46.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 47.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 48.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+=== generation 49.
+    evaluation complete.  (0s wall)
+    breeding complete.    (0s wall)
+
+SYSTEM STATISTICS
+
+------- memory -------
+           allocated:      10835958
+               freed:      10787958
+           not freed:      48000
+       max allocated:      465652
+    malloc'ed blocks:      146648
+   realloc'ed blocks:      7
+      free'ed blocks:      146642
+
+------- time -------
+             overall:      8s wall
+          evaluation:      6s wall
+            breeding:      0s wall
+
+------- generation spaces -------
+      space   0 size:      200
+      space   1 size:      100
+
+------- ephemeral random constants -------
+                used:      3792
+               freed:      3792
+           allocated:      1000
+              blocks:      1
diff --git a/include/ipc.h b/include/ipc.h
index 15f0229..014f79c 100644
--- a/include/ipc.h
+++ b/include/ipc.h
@@ -40,6 +40,7 @@ enum class packet_id : blt::u8
     EXEC_TIME,      //  Client -> Server    timer,      wall time in ms
     CPU_TIME,       //  Client -> Server    timer,      cpu time in ms
     CPU_CYCLES,     //  Client -> Server    timer,      number of cpu cycles used
+    MEM_USAGE,      //  Client -> Server    timer,      memory usage
     // avg fitness, best fitness, avg tree size
     // unused
     AVG_FIT,        //  Client -> Server    Average Fitness, gen #
diff --git a/input.file b/input.file
index e8e9786..6fc620c 100644
--- a/input.file
+++ b/input.file
@@ -5,6 +5,7 @@ num_threads = 8
 ###
 ### sample input parameter file for symbolic regression.
 ###
+#output.detail = 50
 
 pop_size = 800
 max_generations = 50
diff --git a/lib/lilgp/kernel/change.c b/lib/lilgp/kernel/change.c
index 341c6fc..4e54abe 100644
--- a/lib/lilgp/kernel/change.c
+++ b/lib/lilgp/kernel/change.c
@@ -32,6 +32,8 @@
  * the table.
  */
 
+extern int quietmode;
+
 gp_operator operator_table[] =
         {{"crossover",    operator_crossover_init},
          {"reproduction", operator_reproduce_init},
@@ -87,7 +89,8 @@ population* change_population(population* oldpop, breedphase* bp)
         duplicate_individual((newpop->ind) + newpop->next, (oldpop->ind) + j);
         newpop->ind[newpop->next].flags = FLAG_NONE;
         ++newpop->next;
-        printf("\tEliting a new pop!\n");
+        if (test_detail_level(50) && !quietmode)
+            printf("\tEliting a new pop!\n");
     }
     
     typedef struct
diff --git a/src/program/app.cpp b/src/program/app.cpp
index 6d6bdfe..fd7405e 100644
--- a/src/program/app.cpp
+++ b/src/program/app.cpp
@@ -28,6 +28,10 @@
 #include <stdio.h>
 #include <math.h>
 
+#define BLT_DISABLE_TRACE
+#define BLT_DISABLE_DEBUG
+#define BLT_DISABLE_INFO
+
 #include <blt/fs/loader.h>
 #include <random>
 #include <cstring>
@@ -77,7 +81,7 @@ blt::u64 cpu_time_start = 0;
 blt::u64 cpu_time_end = 0;
 blt::u64 wall_time_start = 0;
 blt::u64 wall_time_end = 0;
-
+extern int quietmode;
 
 static int fitness_cases = -1;
 #ifdef PART_B
@@ -180,6 +184,15 @@ void handle_networking()
 
 extern "C" int app_begin_of_evaluation(int gen, multipop* mpop)
 {
+    {
+        packet_t memory_packet{};
+        memory_packet.id = packet_id::MEM_USAGE;
+        memory_packet.timer = blt::system::get_memory_process().resident;
+        
+        std::scoped_lock lock(send_mutex);
+        send_packets.push(memory_packet);
+    }
+    
     BLT_INFO("Running begin of eval, current state: are we paused? %s num of gens left %d", paused ? "true" : "false", generations_left.load());
     if (generations_left == 0)
     {
@@ -200,7 +213,7 @@ extern "C" int app_begin_of_evaluation(int gen, multipop* mpop)
     // i love busy looping
     while (paused)
         std::this_thread::sleep_for(std::chrono::milliseconds(1));
-
+    
     return close_requested;
 }
 
@@ -209,13 +222,13 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst
     generations_left--;
     set_current_individual(gen_stats[0].best[0]->ind);
     best_individual.store(gen_stats[0].best[0]->ind->a_fitness);
-
+    
     // {
     //     double fitness = 0;
     //     for (int i = 0; i < mpop[0].size; i++){
     //         fitness += mpop[0].pop[i]->ind->a_fitness;
     //     }
-
+    
     //     packet_t packet;
     //     packet.id = packet_id::AVG_FIT;
     //     std::scoped_lock lock(send_mutex);
@@ -291,6 +304,7 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst
 
 extern "C" int app_initialize(int startfromcheckpoint)
 {
+    quietmode = true;
     network_thread = std::make_unique<std::thread>(handle_networking);
     BLT_INFO("Init app");
     // TODO: maybe make this dynamic
@@ -470,7 +484,7 @@ extern "C" void app_uninitialize(void)
                 break;
         }
         std::this_thread::sleep_for(std::chrono::milliseconds(16));
-    } while(true);
+    } while (true);
     running = false;
     if (network_thread->joinable())
         network_thread->join();
diff --git a/src/runner/main.cpp b/src/runner/main.cpp
index e607260..05e92fc 100644
--- a/src/runner/main.cpp
+++ b/src/runner/main.cpp
@@ -231,7 +231,6 @@ void remove_pending_finished_child_process()
         auto pid = waitpid(pair.first, &status, WNOHANG);
         if (pid != 0 && (WIFEXITED(status) || WIFSIGNALED(status)))
         {
-            BLT_TRACE("Process %d exited? %b signaled? %b", pid, WIFEXITED(status), WIFSIGNALED(status));
             auto child = std::find_if(children.begin(), children.end(), [pid](const auto& item) {
                 return item.first == pid;
             });