public Population InitializePopulation(string filePath)
{
//Todo
List <double> inputList = FileHandler.getResult(filePath);
Helper.inputArray = inputList.ToArray <double>();
//FileHandler.WriteToFile(Helper.inputArray);
inputList.Clear();
this.chromosomes = new Chromosome[Helper.inputArray.Length / 2];
double[] prevGenes = inititialChromosome.GetGenes();
for (int i = 0; i < Helper.inputArray.Length / 2; i++)
{
try
{
double x1 = MackeyGlassEquation.GetValue(ref prevGenes, ref Helper.inputArray, i + 100);
double error = Error.CalculateError(Helper.inputArray[i], x1);
Error.UpdateValueByError(ref prevGenes, error);
double[] newGenes = new double[6];
prevGenes.CopyTo(newGenes, 0);
chromosomes[i] = new Chromosome(newGenes);
}
catch (Exception)
{
}
}
CalculateFitnesses();
SortChromosomesByFistness();
return(this);
}
public double[] GetOutputArray()
{
double[] outputArray = new double[Helper.inputArray.Length];
for (int i = 0; i < Helper.inputArray.Length; i++)
{
if (i <= genes[3] + 1)
{
outputArray[i] = Helper.inputArray[i];
}
else
{
outputArray[i] = MackeyGlassEquation.GetValue(ref genes, ref Helper.inputArray, i - 1);
}
}
return(outputArray);
}
public int RecalculateFitness()
{
//Todo
double[] outputArray = new double[Helper.inputArray.Length / 2];
for (int i = 0; i < Helper.inputArray.Length / 2; i++)
{
if (i <= genes[3] + 1)
{
outputArray[i] = Helper.inputArray[i];
}
else
{
outputArray[i] = MackeyGlassEquation.GetValue(ref genes, ref Helper.inputArray, i - 1);
}
}
double error = NMSE.calculate(ref Helper.inputArray, ref outputArray) * 100;
fitness = (int)(100 - error);
return(fitness);
}
