/// <summary>
///
/// </summary>
/// <param name="individual">not null > 0</param>
private void InversionMutate(Genotype individual)
{
var count = individual.Count;
var inversionSize = Math.Min(count, GetMutationSize(2, count * MutationSizeStdevFactor));
var inversionStart = random.Next(0, count - inversionSize + 1);
var mutationSubset = individual.GetRange(inversionStart, inversionSize);
var afterSubset = individual.GetRange(inversionStart + inversionSize, count - (inversionStart + inversionSize));
// remove everything after inversionStart
individual.RemoveRange(inversionStart, count - inversionStart);
// add reverse again
mutationSubset.Reverse();
individual.AddRange(mutationSubset);
// add subset after mutation again
individual.AddRange(afterSubset);
}
/// <summary>
/// Replaces genotype with the parts of split
/// </summary>
/// <param name="genotype"></param>
/// <param name="split"></param>
private void RestoreGenotype(Genotype genotype, List <Genotype>[] split)
{
genotype.Clear();
foreach (var day in split)
{
foreach (var part in day)
{
genotype.AddRange(part);
}
}
}
/// <summary>
/// Returns generated genotypes and mapping from allele to visitId.
/// The returned Genotypes are already repaired.
/// </summary>
/// <param name="input"></param>
/// <param name="numberOfIndividuals"></param>
/// <param name="maxNumberOfSantas"></param>
/// <returns>Population and the AlleleToVisitIdMapping</returns>
public (List <Genotype>, Dictionary <int, int>) Generate(OptimizationInput input, int numberOfIndividuals, int maxNumberOfSantas)
{
var numberOfSeparators = input.Days.Length * maxNumberOfSantas - 1;
var alleleToVisitIdMapping = CreateAlleles(input);
var elements = new Genotype();
elements.AddRange(alleleToVisitIdMapping.Keys);
elements.AddRange(Enumerable.Range(-numberOfSeparators, numberOfSeparators));
var repairOperation = new RepairOperation(input, alleleToVisitIdMapping);
var population = new List <Genotype>(numberOfIndividuals);
for (int i = 0; i < numberOfIndividuals; i++)
{
elements.Shuffle(random);
var genotype = new Genotype(elements);
repairOperation.Repair(genotype);
population.Add(genotype);
}
return(population, alleleToVisitIdMapping);
}
