public EAAlgorithm(int populationSize = 10, int elitesNumber = 2, int crossoverNumber = 5, double mutationPr = 0.2)
{
Festival = DataLoader.LoadData("test");
BestSolution = new Solution(Festival);
PopulationSize = populationSize;
Population = new List <Solution>(PopulationSize);
NewPopulation = new List <Solution>(PopulationSize);
_ElitesNumber = elitesNumber;
_CrossoverNumber = crossoverNumber;
_MutationPr = mutationPr;
for (int i = 0; i < PopulationSize; ++i)
{
Population.Add(new Solution(Festival, RandomGen));
}
}
public Solution(Festival festival, Random randomGen = null)
{
Ppl = festival.People;
Shifts = festival.Shifts;
Loc = festival.Locations;
Assignment = new Dictionary <Person, List <Shift> >();
if (randomGen != null)
{
RandomGen = randomGen;
}
else
{
RandomGen = new Random();
}
Fitness = null;
foreach (var person in Ppl)
{
Assignment.Add(person, new List <Shift>());
}
CreateRandom();
}
