mirror of
https://github.com/ethereum/solidity
synced 2023-10-03 13:03:40 +00:00
88 lines
2.7 KiB
C++
88 lines
2.7 KiB
C++
/*
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This file is part of solidity.
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solidity is free software: you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation, either version 3 of the License, or
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(at your option) any later version.
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solidity is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with solidity. If not, see <http://www.gnu.org/licenses/>.
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*/
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#pragma once
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#include <tools/yulPhaser/Chromosome.h>
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#include <tools/yulPhaser/Program.h>
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#include <tools/yulPhaser/SimulationRNG.h>
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#include <optional>
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#include <ostream>
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#include <vector>
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namespace solidity::phaser
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{
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/**
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* Information describing the state of an individual member of the population during the course
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* of the genetic algorithm.
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*/
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struct Individual
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{
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Chromosome chromosome;
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std::optional<size_t> fitness = std::nullopt;
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friend std::ostream& operator<<(std::ostream& _stream, Individual const& _individual);
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};
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/**
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* Represents a changing set of individuals undergoing a genetic algorithm.
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* Each round of the algorithm involves mutating existing individuals, evaluating their fitness
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* and selecting the best ones for the next round.
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*
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* An individual is a sequence of optimiser steps represented by a @a Chromosome instance. The whole
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* population is associated with a fixed Yul program. By applying the steps to the @a Program
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* instance the class can compute fitness of the individual.
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*/
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class Population
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{
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public:
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static constexpr size_t MaxChromosomeLength = 30;
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explicit Population(Program _program, std::vector<Chromosome> const& _chromosomes = {});
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static Population makeRandom(Program _program, size_t _size);
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void run(std::optional<size_t> _numRounds, std::ostream& _outputStream);
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std::vector<Individual> const& individuals() const { return m_individuals; }
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static size_t randomChromosomeLength() { return SimulationRNG::binomialInt(MaxChromosomeLength, 0.5); }
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static size_t measureFitness(Chromosome const& _chromosome, Program const& _program);
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friend std::ostream& operator<<(std::ostream& _stream, Population const& _population);
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private:
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explicit Population(Program _program, std::vector<Individual> _individuals = {}):
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m_program{std::move(_program)},
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m_individuals{std::move(_individuals)} {}
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void doMutation();
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void doEvaluation();
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void doSelection();
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static void randomizeWorstChromosomes(
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std::vector<Individual>& _individuals,
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size_t _count
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);
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Program m_program;
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std::vector<Individual> m_individuals;
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};
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}
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