/*******************************************************************************
* 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.example;
import com.lagodiuk.gp.symbolic.ExpressionFitness;
import com.lagodiuk.gp.symbolic.interpreter.Context;
import com.lagodiuk.gp.symbolic.interpreter.Expression;
public class TestExpressionFitness2 implements ExpressionFitness {
@Override
public double fitness(Expression expression, Context context) {
double delt = 0;
for (int x = -10; x < 10; x += 2) {
context.setVariable("x", x);
for (int y = -10; y < 10; y += 2) {
context.setVariable("y", y);
// double target = (x * 5) + (y * (y - 4));
// double target = x + y;
// double target = (x * 5) + (y * (y - 4)) + (x * y);
// double target = x * x;
double target = (x * x) + (y * y);
double val = target - expression.eval(context);
delt += val * val;
}
}
return delt;
}
}
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