[yul-phaser] Add randomPointCrossover() and fixedPointCrossover() operators

This commit is contained in:
Kamil Śliwak
2020-03-09 13:21:48 +01:00
parent 3fdb4ca607
commit c941eaf5d6
3 changed files with 238 additions and 0 deletions
+62
View File
@@ -19,6 +19,11 @@
#include <tools/yulPhaser/SimulationRNG.h>
#include <libsolutil/CommonData.h>
#include <algorithm>
#include <cassert>
#include <cmath>
#include <string>
#include <vector>
@@ -89,3 +94,60 @@ function<Mutation> phaser::alternativeMutations(
return _mutation2(_chromosome);
};
}
namespace
{
ChromosomePair buildChromosomesBySwappingParts(
Chromosome const& _chromosome1,
Chromosome const& _chromosome2,
size_t _crossoverPoint
)
{
assert(_crossoverPoint <= _chromosome1.length());
assert(_crossoverPoint <= _chromosome2.length());
auto begin1 = _chromosome1.optimisationSteps().begin();
auto begin2 = _chromosome2.optimisationSteps().begin();
return ChromosomePair(
Chromosome(
vector<string>(begin1, begin1 + _crossoverPoint) +
vector<string>(begin2 + _crossoverPoint, _chromosome2.optimisationSteps().end())
),
Chromosome(
vector<string>(begin2, begin2 + _crossoverPoint) +
vector<string>(begin1 + _crossoverPoint, _chromosome1.optimisationSteps().end())
)
);
}
}
function<Crossover> phaser::randomPointCrossover()
{
return [=](Chromosome const& _chromosome1, Chromosome const& _chromosome2)
{
size_t minLength = min(_chromosome1.length(), _chromosome2.length());
// Don't use position 0 (because this just swaps the values) unless it's the only choice.
size_t minPoint = (minLength > 0? 1 : 0);
assert(minPoint <= minLength);
size_t randomPoint = SimulationRNG::uniformInt(minPoint, minLength);
return buildChromosomesBySwappingParts(_chromosome1, _chromosome2, randomPoint);
};
}
function<Crossover> phaser::fixedPointCrossover(double _crossoverPoint)
{
assert(0.0 <= _crossoverPoint && _crossoverPoint <= 1.0);
return [=](Chromosome const& _chromosome1, Chromosome const& _chromosome2)
{
size_t minLength = min(_chromosome1.length(), _chromosome2.length());
size_t concretePoint = static_cast<size_t>(round(minLength * _crossoverPoint));
return buildChromosomesBySwappingParts(_chromosome1, _chromosome2, concretePoint);
};
}