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A set of optimizers for Opt4J
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/*******************************************************************************
* Copyright (c) 2014 Opt4J
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
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* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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package org.opt4j.optimizers.de;
import org.opt4j.core.config.annotations.Info;
import org.opt4j.core.config.annotations.Order;
import org.opt4j.core.optimizer.MaxIterations;
import org.opt4j.core.optimizer.OptimizerModule;
import org.opt4j.core.start.Constant;
/**
* The {@link DifferentialEvolutionModule}.
*
* @author lukasiewycz
*
*/
@Info("A population based optimization heuristic using vector differences.")
public class DifferentialEvolutionModule extends OptimizerModule {
@Info("The number of generations.")
@Order(0)
@MaxIterations
protected int generations = 1000;
@Info("The size of the population.")
@Order(1)
@Constant(value = "alpha", namespace = DifferentialEvolution.class)
protected int alpha = 100;
@Info("The scaling factor F (0 <= F <= 2.0).")
@Order(2)
@Constant(value = "scalingFactor", namespace = DifferentialEvolution.class)
protected double scalingFactor = 0.5;
/**
* Returns the alpha.
*
* @see #setAlpha
* @return the alpha
*/
public int getAlpha() {
return alpha;
}
/**
* Sets the alpha.
*
* @see #getAlpha
* @param alpha
* the alpha to set
*/
public void setAlpha(int alpha) {
this.alpha = alpha;
}
/**
* Returns the generations.
*
* @see #setGenerations
* @return the generations
*/
public int getGenerations() {
return generations;
}
/**
* Sets the generations.
*
* @see #getGenerations
* @param generations
* the generations to set
*/
public void setGenerations(int generations) {
this.generations = generations;
}
/**
* Returns the scaling factor.
*
* @see #setScalingFactor
* @return the scalingFactor
*/
public double getScalingFactor() {
return scalingFactor;
}
/**
* Sets the scaling factor.
*
* @see #getScalingFactor
* @param scalingFactor
* the scalingFactor to set
*/
public void setScalingFactor(double scalingFactor) {
this.scalingFactor = scalingFactor;
}
/*
* (non-Javadoc)
*
* @see org.opt4j.start.Opt4JModule#config()
*/
@Override
public void config() {
bindIterativeOptimizer(DifferentialEvolution.class);
}
}