// Catalano Genetic Library
// The Catalano Framework
//
// Copyright © Diego Catalano, 2012-2018
// diego.catalano at live.com
//
//
// This library is free software; you can redistribute it and/or
// modify it under the terms of the GNU Lesser General Public
// License as published by the Free Software Foundation; either
// version 2.1 of the License, or (at your option) any later version.
//
// This library 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
// Lesser General Public License for more details.
//
// You should have received a copy of the GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
//
package Catalano.Evolutionary.Metaheuristics.Monoobjective;
import Catalano.Core.DoubleRange;
import java.util.List;
/**
* Abstract class for evolutionary algorithms.
* @author Diego Catalano
*/
public abstract class BaseEvolutionaryOptimization {
protected int populationSize;
protected int generations;
protected long nEvals;
protected double tol;
protected double minError = Double.MAX_VALUE;
protected double best[];
protected IEvoIterationListener listener;
/**
* Get population size.
* @return Population size.
*/
public int getPopulationSize(){
return populationSize;
}
/**
* Set population size.
* @param populationSize Population size.
*/
public void setPopulationSize(int populationSize){
this.populationSize = populationSize;
}
/**
* Get number of generations.
* @return Number of generations.
*/
public int getGenerations(){
return generations;
}
/**
* Set number of generations
* @param generations Generations.
*/
public void setGenerations(int generations){
this.generations = generations;
}
/**
* Get number of evaluations.
* @return Number of evaluations.
*/
public long getNumberOfEvaluations() {
return nEvals;
}
/**
* Get tolerance.
* @return Tolerance.
*/
public double getTolerance() {
return tol;
}
/**
* Set tolerance.
* @param tol Tolerance.
*/
public void setTolerance(double tol) {
this.tol = tol;
}
/**
* Get the error.
* @return Error.
*/
public double getError() {
return minError;
}
/**
* Get best solution.
* @return Best solution.
*/
public double[] getBest() {
return best;
}
/**
* Set Iteration listener.
* @param listener Listener
*/
public void setOnIteratorListener(IEvoIterationListener listener){
this.listener = listener;
}
/**
* Compute the algorithm.
* @param function Function.
* @param boundConstraints Bounds constraints.
*/
public abstract void Compute(IObjectiveFunction function, List boundConstraints);
}
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