static void Main(string[] args)
{
FileReader fileReader = new FileReader();
List <double> pregnantOutcomes = fileReader.ReadPregData();
List <List <double> > population = fileReader.ReadData();
int populationAmount = 60;
int coefficientAmount = 19;
int min = -1;
int max = 1;
double mR = 0.01;
double cR = 0.9;
bool preserve = true;
int iterations = 500;
SeedGenerator seedGenerator = new SeedGenerator(populationAmount, coefficientAmount, min, max);
FitnessEvaluator fitnessEvaluator = new FitnessEvaluator(population, pregnantOutcomes);
ISelection roulette = new Roulette();
ICrossover crossover = new TwoPointCrossover(cR);
IMutation mutation = new Mutation(mR, min, max);
Elitism elitism = new Elitism(preserve);
GeneticAlgorithm geneticAlgorithm = new GeneticAlgorithm(seedGenerator, fitnessEvaluator, roulette, crossover, mutation, elitism);
geneticAlgorithm.Run(populationAmount, iterations);
}
public GeneticAlgorithm(SeedGenerator seedGenerator, FitnessEvaluator fitnessEvaluator, ISelection selection, ICrossover crossover, IMutation mutation, IElitism elitism)
{
this.seedGenerator = seedGenerator;
this.fitnessEvaluator = fitnessEvaluator;
this.selection = selection;
this.crossover = crossover;
this.mutation = mutation;
this.elitism = elitism;
}
