/*******************************************************************************
* Copyright 2012 Yuriy Lagodiuk
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
******************************************************************************/
package com.lagodiuk.gp.symbolic;
import java.util.LinkedList;
import java.util.List;
import java.util.Map.Entry;
import com.lagodiuk.gp.symbolic.interpreter.Context;
import com.lagodiuk.gp.symbolic.interpreter.Expression;
public class TabulatedFunctionFitness implements ExpressionFitness {
private List targets = new LinkedList();
public TabulatedFunctionFitness(Target... targets) {
for (Target target : targets) {
this.targets.add(target);
}
}
public TabulatedFunctionFitness(List targets) {
this.targets.addAll(targets);
}
@Override
public double fitness(Expression expression, Context context) {
double diff = 0;
for (Target target : this.targets) {
for (Entry e : target.getContextState().entrySet()) {
String variableName = e.getKey();
Double variableValue = e.getValue();
context.setVariable(variableName, variableValue);
}
double targetValue = target.getTargetValue();
double calculatedValue = expression.eval(context);
diff += this.sqr(targetValue - calculatedValue);
}
return diff;
}
private double sqr(double x) {
return x * x;
}
}
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