/*
* Copyright 2007-2010 Lawrence Beadle & Tom Castle
* Licensed under GNU General Public License
*
* This file is part of Epoch X - (The Genetic Programming Analysis Software)
*
* Epoch X is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Epoch X is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Epoch X. If not, see <http://www.gnu.org/licenses/>.
*/
package org.epochx.semantics.gp.pruning;
import java.util.*;
import org.epochx.epox.Node;
import org.epochx.gp.representation.GPCandidateProgram;
import org.epochx.semantics.*;
/**
* The semantic pruner class provides a method to reconstruct code in a reduced from which contains
* no introns
*/
public class GPSemanticPruner {
/**
* SemanticPruner constructor which provides all the functionality for this class
* @param population The GP population of candidate programs
* @param model The GP model in use
* @param semMod The semantic module in use
*/
public GPSemanticPruner(List<GPCandidateProgram> population, GPSemanticModel model, SemanticModule semMod) {
// reduce to behaviour
List<Representation> behaviours = new ArrayList<Representation>(model.getPopulationSize());
for(GPCandidateProgram c: population) {
behaviours.add(semMod.codeToBehaviour(c));
}
// pass through and check for constant behaviour when returning to syntax
for(int i = 0; i<model.getPopulationSize(); i++) {
if(behaviours.get(i).isConstant()) {
// replace with random terminal
Random rGen = new Random();
int n = model.getTerminals().size();
Node terminal = (Node) model.getSyntax().get(rGen.nextInt(n));
GPCandidateProgram newProg = new GPCandidateProgram(terminal, model);
population.set(i, newProg);
} else {
// return to syntax
population.set(i, (GPCandidateProgram) semMod.behaviourToCode(behaviours.get(i)));
}
}
}
}