/// <summary>
/// Initializes the population of Species
/// </summary>
/// <returns>async Task</returns>
protected override void Initialization()
{
_population = new List <Species <double> >();
for (int i = 0; i < Settings.Size; i++)
{
UnitSet participants1 = new UnitSet(_stableMarriage.Units1.OrderBy(x => _random.Next()));
UnitSet participants2 = new UnitSet(_stableMarriage.Units2.OrderBy(x => _random.Next()));
//Randomized solution
Solution genes = new Solution(participants1.Zip(participants2, (x, y) => new Tuple <int, int>(x, y)).ToList());
double fitness = CalculateFitness(genes);
_population.Add(new Species <double>()
{
Genes = genes,
Fitness = fitness
});
}
_population.OrderByDescending(x => x.Fitness);
}