[yul-phaser] Population: Customizable chromosome length in makeRandom()

This commit is contained in:
Kamil Śliwak
2020-02-18 19:40:37 +01:00
parent e771f00971
commit 806891f494
4 changed files with 96 additions and 10 deletions
+21 -3
View File
@@ -55,15 +55,33 @@ Population::Population(Program _program, vector<Chromosome> const& _chromosomes)
m_individuals.push_back({chromosome});
}
Population Population::makeRandom(Program _program, size_t _size)
Population Population::makeRandom(
Program _program,
size_t _size,
function<size_t()> _chromosomeLengthGenerator
)
{
vector<Individual> individuals;
for (size_t i = 0; i < _size; ++i)
individuals.push_back({Chromosome::makeRandom(randomChromosomeLength())});
individuals.push_back({Chromosome::makeRandom(_chromosomeLengthGenerator())});
return Population(move(_program), individuals);
}
Population Population::makeRandom(
Program _program,
size_t _size,
size_t _minChromosomeLength,
size_t _maxChromosomeLength
)
{
return makeRandom(
move(_program),
_size,
std::bind(uniformChromosomeLength, _minChromosomeLength, _maxChromosomeLength)
);
}
size_t Population::measureFitness(Chromosome const& _chromosome, Program const& _program)
{
Program programCopy = _program;
@@ -130,6 +148,6 @@ void Population::randomizeWorstChromosomes(
auto individual = _individuals.begin() + (_individuals.size() - _count);
for (; individual != _individuals.end(); ++individual)
{
*individual = {Chromosome::makeRandom(randomChromosomeLength())};
*individual = {Chromosome::makeRandom(binomialChromosomeLength(MaxChromosomeLength))};
}
}
+14 -2
View File
@@ -55,13 +55,25 @@ public:
static constexpr size_t MaxChromosomeLength = 30;
explicit Population(Program _program, std::vector<Chromosome> const& _chromosomes = {});
static Population makeRandom(Program _program, size_t _size);
static Population makeRandom(
Program _program,
size_t _size,
std::function<size_t()> _chromosomeLengthGenerator
);
static Population makeRandom(
Program _program,
size_t _size,
size_t _minChromosomeLength,
size_t _maxChromosomeLength
);
void run(std::optional<size_t> _numRounds, std::ostream& _outputStream);
std::vector<Individual> const& individuals() const { return m_individuals; }
static size_t randomChromosomeLength() { return SimulationRNG::binomialInt(MaxChromosomeLength, 0.5); }
static size_t uniformChromosomeLength(size_t _min, size_t _max) { return SimulationRNG::uniformInt(_min, _max); }
static size_t binomialChromosomeLength(size_t _max) { return SimulationRNG::binomialInt(_max, 0.5); }
static size_t measureFitness(Chromosome const& _chromosome, Program const& _program);
friend std::ostream& operator<<(std::ostream& _stream, Population const& _population);
+6 -1
View File
@@ -28,6 +28,7 @@
#include <boost/program_options.hpp>
#include <iostream>
#include <functional>
#include <string>
using namespace std;
@@ -70,7 +71,11 @@ CharStream loadSource(string const& _sourcePath)
void runAlgorithm(string const& _sourcePath)
{
CharStream sourceCode = loadSource(_sourcePath);
auto population = Population::makeRandom(Program::load(sourceCode), 10);
auto population = Population::makeRandom(
Program::load(sourceCode),
10,
bind(Population::binomialChromosomeLength, Population::MaxChromosomeLength)
);
population.run(nullopt, cout);
}