public void Mutate(float mutationRate)
{
for (var rowIndex = 0; rowIndex < rowCount; rowIndex++)
{
for (var columnIndex = 0; columnIndex < columnCount; columnIndex++)
{
var rand = SyncRandom.NextFloat();
if (rand < mutationRate)
{
// Debug.WriteLine(string.Format("mutated {0}:{1}", rowIndex, columnIndex));
matrix[rowIndex, columnIndex] += SyncRandom.NextGaussian() / 5;
if (matrix[rowIndex, columnIndex] > 1)
{
matrix[rowIndex, columnIndex] = 1;
}
else if (matrix[rowIndex, columnIndex] < -1)
{
matrix[rowIndex, columnIndex] = -1;
}
}
}
}
}
public void Randomize()
{
for (var rowIndex = 0; rowIndex < rowCount; rowIndex++)
{
for (var columnIndex = 0; columnIndex < columnCount; columnIndex++)
{
matrix[rowIndex, columnIndex] = SyncRandom.NextFloat(-1, 1);
}
}
}
