/// <summary>
/// Define the crossover operator for 2 GeneticNeuralNetwork
/// </summary>
/// <param name="i1">index of mother in population</param>
/// <param name="i2">index of father in population</param>
/// <returns>the child</returns>
protected GeneticNeuralNetwork CrossOver(int i1, int i2)
{
GeneticNeuralNetwork result = new GeneticNeuralNetwork(nn);
GeneticNeuralNetwork ind1 = (GeneticNeuralNetwork)population[i1];
GeneticNeuralNetwork ind2 = (GeneticNeuralNetwork)population[i2];
int t = rand.Next(ind1.N_Genes);
int index = 0;
while (index<t)
{
result[index] = ind1[index];
if (Mute)
result[index] += MutationValue;
index++;
}
while (index<ind1.N_Genes)
{
result[index] = ind2[index];
if (Mute)
result[index] += MutationValue;
index++;
}
return result;
}
