/*
This file is part of solidity.
solidity 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.
solidity 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 solidity. If not, see .
*/
/**
* Mutation and crossover operators for use in genetic algorithms.
*/
#pragma once
#include
#include
#include
namespace solidity::phaser
{
using ChromosomePair = std::tuple;
using Mutation = Chromosome(Chromosome const&);
using Crossover = ChromosomePair(Chromosome const&, Chromosome const&);
// MUTATIONS
/// Creates a mutation operator that iterates over all genes in a chromosome and with probability
/// @a _chance replaces a gene with a random one (which could also be the same as the original).
std::function geneRandomisation(double _chance);
/// Creates a mutation operator that iterates over all genes in a chromosome and with probability
/// @a _chance deletes it.
std::function geneDeletion(double _chance);
/// Creates a mutation operator that iterates over all positions in a chromosome (including spots
/// at the beginning and at the end of the sequence) and with probability @a _chance insert a new,
/// randomly chosen gene.
std::function geneAddition(double _chance);
/// Creates a mutation operator that always applies one of the mutations passed to it.
/// The probability that the chosen mutation is the first one is @a _firstMutationChance.
/// randomly chosen gene.
std::function alternativeMutations(
double _firstMutationChance,
std::function _mutation1,
std::function _mutation2
);
// CROSSOVER
/// Creates a crossover operator that randomly selects a number between 0 and 1 and uses it as the
/// position at which to perform perform @a fixedPointCrossover.
std::function randomPointCrossover();
/// Creates a crossover operator that always chooses a point that lies at @a _crossoverPoint
/// percent of the length of the shorter chromosome. Then creates a pair of chromosomes by
/// splitting both inputs at the crossover point and stitching the resulting parts. The first
/// output is created from the first half or first input and the second half of the second input
/// The second output from the remaining two halves.
///
/// Avoids selecting position 0 (since this just produces a chromosome identical to the second one)
/// unless there is no other choice (i.e. one of the chromosomes is empty).
std::function fixedPointCrossover(double _crossoverPoint);
}