[yul-phaser] Mutations: Add symmetricRandomPointCrossover()

This commit is contained in:
Kamil Śliwak 2020-03-11 02:11:58 +01:00
parent b6f8ecf755
commit 0837a62d5c
3 changed files with 51 additions and 7 deletions

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@ -225,6 +225,20 @@ BOOST_AUTO_TEST_CASE(randomPointCrossover_should_swap_chromosome_parts_at_random
BOOST_TEST(result2 == Chromosome("cccaaaaaaa")); BOOST_TEST(result2 == Chromosome("cccaaaaaaa"));
} }
BOOST_AUTO_TEST_CASE(symmetricRandomPointCrossover_should_swap_chromosome_parts_at_random_point)
{
function<SymmetricCrossover> crossover = symmetricRandomPointCrossover();
SimulationRNG::reset(1);
tuple<Chromosome, Chromosome> result1 = crossover(Chromosome("aaaaaaaaaa"), Chromosome("cccccc"));
tuple<Chromosome, Chromosome> expectedPair1 = {Chromosome("aaaccc"), Chromosome("cccaaaaaaa")};
BOOST_TEST(result1 == expectedPair1);
tuple<Chromosome, Chromosome> result2 = crossover(Chromosome("cccccc"), Chromosome("aaaaaaaaaa"));
tuple<Chromosome, Chromosome> expectedPair2 = {Chromosome("ccccccaaaa"), Chromosome("aaaaaa")};
BOOST_TEST(result2 == expectedPair2);
}
BOOST_AUTO_TEST_CASE(randomPointCrossover_should_only_consider_points_available_on_both_chromosomes) BOOST_AUTO_TEST_CASE(randomPointCrossover_should_only_consider_points_available_on_both_chromosomes)
{ {
SimulationRNG::reset(1); SimulationRNG::reset(1);

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@ -98,7 +98,7 @@ function<Mutation> phaser::alternativeMutations(
namespace namespace
{ {
Chromosome buildChromosomesBySwappingParts( ChromosomePair fixedPointSwap(
Chromosome const& _chromosome1, Chromosome const& _chromosome1,
Chromosome const& _chromosome2, Chromosome const& _chromosome2,
size_t _crossoverPoint size_t _crossoverPoint
@ -109,11 +109,19 @@ Chromosome buildChromosomesBySwappingParts(
auto begin1 = _chromosome1.optimisationSteps().begin(); auto begin1 = _chromosome1.optimisationSteps().begin();
auto begin2 = _chromosome2.optimisationSteps().begin(); auto begin2 = _chromosome2.optimisationSteps().begin();
auto end1 = _chromosome1.optimisationSteps().end();
auto end2 = _chromosome2.optimisationSteps().end();
return Chromosome( return {
vector<string>(begin1, begin1 + _crossoverPoint) + Chromosome(
vector<string>(begin2 + _crossoverPoint, _chromosome2.optimisationSteps().end()) vector<string>(begin1, begin1 + _crossoverPoint) +
); vector<string>(begin2 + _crossoverPoint, end2)
),
Chromosome(
vector<string>(begin2, begin2 + _crossoverPoint) +
vector<string>(begin1 + _crossoverPoint, end1)
),
};
} }
} }
@ -129,7 +137,22 @@ function<Crossover> phaser::randomPointCrossover()
assert(minPoint <= minLength); assert(minPoint <= minLength);
size_t randomPoint = SimulationRNG::uniformInt(minPoint, minLength); size_t randomPoint = SimulationRNG::uniformInt(minPoint, minLength);
return buildChromosomesBySwappingParts(_chromosome1, _chromosome2, randomPoint); return get<0>(fixedPointSwap(_chromosome1, _chromosome2, randomPoint));
};
}
function<SymmetricCrossover> phaser::symmetricRandomPointCrossover()
{
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 fixedPointSwap(_chromosome1, _chromosome2, randomPoint);
}; };
} }
@ -142,6 +165,6 @@ function<Crossover> phaser::fixedPointCrossover(double _crossoverPoint)
size_t minLength = min(_chromosome1.length(), _chromosome2.length()); size_t minLength = min(_chromosome1.length(), _chromosome2.length());
size_t concretePoint = static_cast<size_t>(round(minLength * _crossoverPoint)); size_t concretePoint = static_cast<size_t>(round(minLength * _crossoverPoint));
return buildChromosomesBySwappingParts(_chromosome1, _chromosome2, concretePoint); return get<0>(fixedPointSwap(_chromosome1, _chromosome2, concretePoint));
}; };
} }

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@ -28,8 +28,11 @@
namespace solidity::phaser namespace solidity::phaser
{ {
using ChromosomePair = std::tuple<Chromosome, Chromosome>;
using Mutation = Chromosome(Chromosome const&); using Mutation = Chromosome(Chromosome const&);
using Crossover = Chromosome(Chromosome const&, Chromosome const&); using Crossover = Chromosome(Chromosome const&, Chromosome const&);
using SymmetricCrossover = ChromosomePair(Chromosome const&, Chromosome const&);
// MUTATIONS // MUTATIONS
@ -61,6 +64,10 @@ std::function<Mutation> alternativeMutations(
/// position at which to perform perform @a fixedPointCrossover. /// position at which to perform perform @a fixedPointCrossover.
std::function<Crossover> randomPointCrossover(); std::function<Crossover> randomPointCrossover();
/// Symmetric version of @a randomPointCrossover(). Creates an operator that returns a pair
/// containing both possible results for the same crossover point.
std::function<SymmetricCrossover> symmetricRandomPointCrossover();
/// Creates a crossover operator that always chooses a point that lies at @a _crossoverPoint /// 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 new chromosome by /// percent of the length of the shorter chromosome. Then creates a new chromosome by
/// splitting both inputs at the crossover point and stitching output from the first half or first /// splitting both inputs at the crossover point and stitching output from the first half or first