blt-gp/include/blt/gp/generators.h

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#pragma once
/*
* Copyright (C) 2024 Brett Terpstra
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*/
#ifndef BLT_GP_GENERATORS_H
#define BLT_GP_GENERATORS_H
#include <blt/gp/fwdecl.h>
#include <blt/gp/tree.h>
namespace blt::gp
{
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struct generator_arguments
{
gp_program& program;
type_id root_type;
blt::size_t min_depth;
blt::size_t max_depth;
};
struct initializer_arguments
{
gp_program& program;
type_id root_type;
blt::size_t size;
blt::size_t min_depth;
blt::size_t max_depth;
[[nodiscard]] generator_arguments to_gen_args() const
{
return {program, root_type, min_depth, max_depth};
}
};
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// base class for any kind of tree generator
class tree_generator_t
{
public:
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virtual tree_t generate(const generator_arguments& args) = 0;
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};
class grow_generator_t : public tree_generator_t
{
public:
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tree_t generate(const generator_arguments& args) final;
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};
class full_generator_t : public tree_generator_t
{
public:
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tree_t generate(const generator_arguments& args) final;
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};
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class population_initializer_t
{
public:
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virtual population_t generate(const initializer_arguments& args) = 0;
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};
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class grow_initializer_t : public population_initializer_t
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{
public:
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population_t generate(const initializer_arguments& args) final;
private:
grow_generator_t grow;
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};
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class full_initializer_t : public population_initializer_t
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{
public:
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population_t generate(const initializer_arguments& args) final;
private:
full_generator_t full;
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};
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class half_half_initializer_t : public population_initializer_t
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{
public:
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population_t generate(const initializer_arguments& args) final;
private:
grow_generator_t grow;
full_generator_t full;
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};
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class ramped_half_initializer_t : public population_initializer_t
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{
public:
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population_t generate(const initializer_arguments& args) final;
private:
grow_generator_t grow;
full_generator_t full;
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};
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}
#endif //BLT_GP_GENERATORS_H