public BpEaRealVectorEncoding(string name, int length, IList <double> min, IList <double> max, IList <String> featureNames)
: base(name)
{
if (min.Count == 0)
{
throw new ArgumentException("Bounds must be given for the real parameters.");
}
if (min.Count != max.Count)
{
throw new ArgumentException("min must be of the same length as max", "min");
}
if (min.Zip(max, (mi, ma) => mi >= ma).Any(x => x))
{
throw new ArgumentException("min must be less than max in each dimension", "min");
}
DoubleMatrix bounds = new DoubleMatrix(min.Count, 2);
for (int i = 0; i < min.Count; i++)
{
bounds[i, 0] = min[i];
bounds[i, 1] = max[i];
}
bounds.RowNames = new List <string>(featureNames);
lengthParameter = new FixedValueParameter <IntValue>(Name + ".Length", new IntValue(length));
boundsParameter = new ValueParameter <DoubleMatrix>(Name + ".Bounds", bounds);
Parameters.Add(lengthParameter);
Parameters.Add(boundsParameter);
SolutionCreator = new UniformRandomRealVectorCreator();
RegisterParameterEvents();
DiscoverOperators();
}
public BpEaRealVectorEncoding(string name, int length, double min = double.MinValue, double max = double.MaxValue)
: base(name)
{
if (min >= max)
{
throw new ArgumentException("min must be less than max", "min");
}
var bounds = new DoubleMatrix(1, 2);
bounds[0, 0] = min;
bounds[0, 1] = max;
lengthParameter = new FixedValueParameter <IntValue>(Name + ".Length", new IntValue(length));
boundsParameter = new ValueParameter <DoubleMatrix>(Name + ".Bounds", bounds);
Parameters.Add(lengthParameter);
Parameters.Add(boundsParameter);
SolutionCreator = new UniformRandomRealVectorCreator();
RegisterParameterEvents();
DiscoverOperators();
}
