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The CrossoverEAMixer now annotates indies: which operator mutated which individual.

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This commit is contained in:
Marcel Kronfeld 2011-04-27 13:03:26 +00:00
parent 73efcca17b
commit 13782ad1e8
1 changed files with 88 additions and 40 deletions
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128
src/eva2/server/go/operators/crossover/CrossoverEAMixer.java
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@ -16,39 +16,53 @@ import eva2.tools.math.RNG;
* Time: 11:36:38
* To change this template use File | Settings | File Templates.
*/
public class CrossoverEAMixer implements InterfaceCrossover, java.io.Serializable {
private PropertyCrossoverMixer m_Crossers;
private boolean m_UseSelfAdaption = false;
public class CrossoverEAMixer implements InterfaceCrossover, InterfaceEvaluatingCrossoverOperator, java.io.Serializable {
public static final String CROSSOVER_EA_MIXER_OPERATOR_KEY = "CrossoverEAMixerOperatorKey";
protected PropertyCrossoverMixer m_Crossers;
protected boolean m_UseSelfAdaption = false;
protected double m_Tau1 = 0.15;
protected double m_LowerLimitChance = 0.05;
protected int lastOperatorIndex = -1;
public CrossoverEAMixer() {
InterfaceCrossover[] tmpList;
ArrayList<String> crossers = GenericObjectEditor.getClassesFromProperties(InterfaceCrossover.class.getCanonicalName(), null);
tmpList = new InterfaceCrossover[crossers.size()];
for (int i = 0; i < crossers.size(); i++) {
if (((String)crossers.get(i)).equals(this.getClass().getName())) continue;
try {
tmpList[i] = (InterfaceCrossover)Class.forName((String)crossers.get(i)).newInstance();
} catch (java.lang.ClassNotFoundException e) {
System.out.println("Could not find class for " +(String)crossers.get(i) );
} catch (java.lang.InstantiationException k) {
System.out.println("Instantiation exception for " +(String)crossers.get(i) );
} catch (java.lang.IllegalAccessException a) {
System.out.println("Illegal access exception for " +(String)crossers.get(i) );
}
}
this.m_Crossers = new PropertyCrossoverMixer(tmpList);
tmpList = new InterfaceCrossover[2];
tmpList[0] = new CrossoverESArithmetical();
tmpList[1] = new CrossoverESSBX();
this.m_Crossers.setSelectedCrossers(tmpList);
this.m_Crossers.normalizeWeights();
this.m_Crossers.setDescriptiveString("Combining alternative mutation operators, please norm the weights!");
this.m_Crossers.setWeightsLabel("Weigths");
public CrossoverEAMixer() {
InterfaceCrossover[] tmpList;
ArrayList<String> crossers = GenericObjectEditor.getClassesFromProperties(InterfaceCrossover.class.getCanonicalName(), null);
tmpList = new InterfaceCrossover[crossers.size()];
for (int i = 0; i < crossers.size(); i++) {
Class clz=null;
try {
clz = (Class)Class.forName((String)crossers.get(i));
} catch (ClassNotFoundException e1) {
continue;
}
if (clz.isAssignableFrom(this.getClass())) {
// Do not instanciate this class or its subclasses or die of an infinite loop
// System.out.println("Skipping " + clz.getClass().getName());
continue;
} else {
// System.out.println("Taking " + clz.getClass().getName());
}
try {
tmpList[i] = (InterfaceCrossover)Class.forName((String)crossers.get(i)).newInstance();
} catch (java.lang.ClassNotFoundException e) {
System.out.println("Could not find class for " +(String)crossers.get(i) );
} catch (java.lang.InstantiationException k) {
System.out.println("Instantiation exception for " +(String)crossers.get(i) );
} catch (java.lang.IllegalAccessException a) {
System.out.println("Illegal access exception for " +(String)crossers.get(i) );
}
}
this.m_Crossers = new PropertyCrossoverMixer(tmpList);
tmpList = new InterfaceCrossover[2];
tmpList[0] = new CrossoverESArithmetical();
tmpList[1] = new CrossoverESSBX();
this.m_Crossers.setSelectedCrossers(tmpList);
this.m_Crossers.normalizeWeights();
this.m_Crossers.setDescriptiveString("Combining alternative mutation operators, please norm the weights!");
this.m_Crossers.setWeightsLabel("Weigths");
}
}
public CrossoverEAMixer(CrossoverEAMixer mutator) {
this.m_Crossers = (PropertyCrossoverMixer)mutator.m_Crossers.clone();
this.m_UseSelfAdaption = mutator.m_UseSelfAdaption;
@ -63,7 +77,7 @@ public class CrossoverEAMixer implements InterfaceCrossover, java.io.Serializabl
return new CrossoverEAMixer(this);
}
/** This method allows you to evaluate wether two mutation operators
/** This method allows you to evaluate whether two mutation operators
* are actually the same.
* @param mutator The other mutation operator
*/
@ -75,13 +89,13 @@ public class CrossoverEAMixer implements InterfaceCrossover, java.io.Serializabl
} else return false;
}
/** This method allows you to init the mutation operator
/** This method allows you to init the crossover operator
* @param individual The individual that will be mutated.
* @param opt The optimization problem.
*/
public void init(AbstractEAIndividual individual, InterfaceOptimizationProblem opt){
InterfaceCrossover[] mutators = this.m_Crossers.getSelectedCrossers();
for (int i = 0; i < mutators.length; i++) mutators[i].init(individual, opt);
InterfaceCrossover[] crossers = this.m_Crossers.getSelectedCrossers();
for (int i = 0; i < crossers.length; i++) crossers[i].init(individual, opt);
}
/** This method performs crossover on two individuals. If the individuals do
@ -104,21 +118,35 @@ public class CrossoverEAMixer implements InterfaceCrossover, java.io.Serializabl
InterfaceCrossover[] crossover = this.m_Crossers.getSelectedCrossers();
double pointer = RNG.randomFloat(0, 1);
double dum = probs[0];
int index = 0;
while ((pointer > dum) && (index < probs.length-1)) {
index++;
dum += probs[index];
lastOperatorIndex = 0;
while ((pointer > dum) && (lastOperatorIndex < probs.length-1)) {
lastOperatorIndex++;
dum += probs[lastOperatorIndex];
}
if (index == probs.length) index = RNG.randomInt(0, probs.length-1);
if (lastOperatorIndex == probs.length) lastOperatorIndex = RNG.randomInt(0, probs.length-1);
// System.out.println("Using : " + mutators[index].getStringRepresentation());
// for (int i = 0; i < probs.length; i++) {
// System.out.println(""+mutators[i].getStringRepresentation()+" : "+ probs[i]);
// }
// System.out.println("");
return crossover[index].mate(indy1, partners);
indy1.putData(CROSSOVER_EA_MIXER_OPERATOR_KEY, lastOperatorIndex);
for (int i=0; i<partners.size(); i++) {
partners.getEAIndividual(i).putData(CROSSOVER_EA_MIXER_OPERATOR_KEY, lastOperatorIndex);
}
AbstractEAIndividual[] indies = crossover[lastOperatorIndex].mate(indy1, partners);
maybeAdaptWeights(indies);
return indies;
}
protected void maybeAdaptWeights(AbstractEAIndividual[] indies) {
}
public int getLastOperatorIndex() {
return lastOperatorIndex;
}
/** This method allows you to get a string representation of the mutation
* operator
* @return A descriptive string.
@ -197,4 +225,24 @@ public class CrossoverEAMixer implements InterfaceCrossover, java.io.Serializabl
public String tau1TipText() {
return "Set the value for tau1.";
}
public int getEvaluations() {
int numEvals=0;
InterfaceCrossover[] crossers = this.m_Crossers.getSelectedCrossers();
for (int i = 0; i < crossers.length; i++) {
if (crossers[i] instanceof InterfaceEvaluatingCrossoverOperator) {
numEvals += ((InterfaceEvaluatingCrossoverOperator)crossers[i]).getEvaluations();
}
}
return numEvals;
}
public void resetEvaluations() {
InterfaceCrossover[] crossers = this.m_Crossers.getSelectedCrossers();
for (int i = 0; i < crossers.length; i++) {
if (crossers[i] instanceof InterfaceEvaluatingCrossoverOperator) {
((InterfaceEvaluatingCrossoverOperator)crossers[i]).resetEvaluations();
}
}
}
}