public object decodeChromosome()
{
DecodeModel decodeData = new DecodeModel();
List <BoxModel> listBoxModel = copyListBoxModel();
List <PalletModel> listPalletModel = copyListPalletModel();
//Gene
GeneModel gene1 = this.chromosome.listGene[INDEX_GENE1];
GeneModel gene2 = this.chromosome.listGene[INDEX_GENE2];
GeneModel gene3 = this.chromosome.listGene[INDEX_GENE3];
//decode Gene1
foreach (float index in gene1.gene)
{
decodeData.ListBoxIndex.Add(listBoxModel[(int)index - 1].Index);
listBoxModel.RemoveAt((int)index - 1);
}
foreach (float ratio in gene2.gene)
{
decodeData.ListRatio.Add(ratio);
}
foreach (float palletIndex in gene3.gene)
{
decodeData.ListPalletIndex.Add((int)palletIndex);
}
return(decodeData);
}
public List <Object> crossover(object chromosome, int[] listIndexGene)
{
Object chromosomeData = ((Chromosome)chromosome).getChromosome();
ChromosomeModel offspringChromosome1 = ((ChromosomeModel)chromosomeData).Copy();
ChromosomeModel offspringChromosome2 = (this.chromosome).Copy();
for (int i = 0; i < listIndexGene.Length; i++)
{
Random random = new Random((int)DateTime.Now.Ticks & 0x0000FFFF);
if (listIndexGene[i] < this.chromosome.listGene.Count)
{
int indexGene = listIndexGene[i];
if (indexGene == INDEX_GENE1 || indexGene == INDEX_GENE2 || indexGene == INDEX_GENE3)
{
GeneModel parentGene1 = ((ChromosomeModel)chromosomeData).listGene[indexGene];
GeneModel parentGene2 = this.chromosome.listGene[indexGene];
GeneModel offspringGene1 = offspringChromosome1.listGene[indexGene];
GeneModel offspringGene2 = offspringChromosome2.listGene[indexGene];
int subIndexGene = random.Next(0, parentGene2.gene.Count - 1);
for (int crossIndex = subIndexGene; i < parentGene2.gene.Count; i++)
{
offspringGene1.gene[crossIndex] = parentGene2.gene[crossIndex];
offspringGene2.gene[crossIndex] = parentGene1.gene[crossIndex];
}
}
}
}
return(new List <object> {
new Chromosome(this.lookUpBoxModel, this.lookUpPalletModel, offspringChromosome1, this.size, this.alpha)
, new Chromosome(this.lookUpBoxModel, this.lookUpPalletModel, offspringChromosome2, this.size, this.alpha)
});
}
public void mutation(int[] listIndexGene)
{
for (int i = 0; i < listIndexGene.Length; i++)
{
Random random = new Random((int)DateTime.Now.Ticks & 0x0000FFFF);
if (listIndexGene[i] < this.chromosome.listGene.Count)
{
int indexGene = listIndexGene[i];
if (indexGene == INDEX_GENE2)
{
double randValue = randomGene2();
GeneModel gene = chromosome.listGene[indexGene];
int subIndexGene = random.Next(0, gene.gene.Count - 1);
gene.gene[subIndexGene] = randValue;
}
else if (indexGene == INDEX_GENE3)
{
double randValue = randomGene3();
GeneModel gene = chromosome.listGene[indexGene];
int subIndexGene = random.Next(0, gene.gene.Count - 1);
gene.gene[subIndexGene] = randValue;
}
}
}
}
public GeneModel Copy()
{
GeneModel newGene = new GeneModel();
List <double> newData = new List <double>();
for (int i = 0; i < gene.Count; i++)
{
newData.Add(gene[i]);
}
newGene.gene = newData;
return(newGene);
}
public void generateGene(int index, int numberGene, GeneModel.randomValue callback)
{
GeneModel gene = new GeneModel(numberGene, callback);
listGene.Add(index, gene);
}
