/*******************************************************************************
* 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 TestExpressionFitness implements ExpressionFitness {
@Override
public double fitness(Expression expression, Context context) {
double delt = 0;
for (int i = -20; i < 20; i++) {
context.setVariable("x", i);
double target = (i * i * i * 5) + i + 10;
// double target = ((((3 * i * i * i) - (i * i * 7)) + (i * 10)) -
// 35) * i;
// double target = i * i;
// double target = ( i + 100 ) * ( i - 100 );
// double target = i + 6;
// double target = (Math.cos((i * Math.PI) / 10) * 10) + i;
// (2)^(SIN(A2*5)*3)+A2
// double target = Math.pow(2, Math.sin(i * 5) * 3) + i;
double x = target - expression.eval(context);
delt += x * x;
}
return delt;
}
}
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