#region License Information
/* HeuristicLab
* Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Text;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
namespace HeuristicLab.TestFunctions {
///
/// Ackley Function
/// Domain: [-32.768 , 32.768]^n
/// Optimum: 0.0 at (0, 0, ..., 0)
///
public class AckleyEvaluator : TestFunctionEvaluatorBase {
///
public override string Description {
get { return
@"Ackley Function
Domain: [-32.768 , 32.768]^n
Optimum: 0.0 at (0, 0, ..., 0)";
}
}
///
/// Evaluates the test function for a specific .
///
/// N-dimensional point for which the test function should be evaluated.
/// The result value of the Ackley function at the given point.
public static double Apply(double[] point) {
double result = 20 + Math.E;
double val;
val = 0;
for (int i = 0; i < point.Length; i++)
val += point[i] * point[i];
val *= 1.0 / point.Length;
val = Math.Sqrt(val);
val *= -0.2;
result -= 20 * Math.Exp(val);
val = 0;
for (int i = 0; i < point.Length; i++)
val += Math.Cos(2 * Math.PI * point[i]);
val *= 1.0 / point.Length;
result -= Math.Exp(val);
return (result);
}
///
/// Evaluates the test function for a specific .
///
/// Calls .
/// N-dimensional point for which the test function should be evaluated.
/// The result value of the Ackley function at the given point.
protected override double EvaluateFunction(double[] point) {
return Apply(point);
}
}
}