Exemplo n.º 1
0
  @Override
  public GRCandidateProgram[] crossover(final CandidateProgram p1, final CandidateProgram p2) {

    final GRCandidateProgram child1 = (GRCandidateProgram) p1;
    final GRCandidateProgram child2 = (GRCandidateProgram) p2;

    final NonTerminalSymbol parseTree1 = child1.getParseTree();
    final NonTerminalSymbol parseTree2 = child2.getParseTree();

    final List<NonTerminalSymbol> nonTerminals1 = parseTree1.getNonTerminalSymbols();
    final List<NonTerminalSymbol> nonTerminals2 = parseTree2.getNonTerminalSymbols();

    final int point1 = rng.nextInt(nonTerminals1.size());

    final NonTerminalSymbol subtree1 = nonTerminals1.get(point1);

    // Generate a list of matching non-terminals from the second program.
    final List<NonTerminalSymbol> matchingNonTerminals = new ArrayList<NonTerminalSymbol>();
    for (final NonTerminalSymbol nt : nonTerminals2) {
      if (nt.getGrammarRule().equals(subtree1.getGrammarRule())) {
        matchingNonTerminals.add(nt);
      }
    }

    if (matchingNonTerminals.isEmpty()) {
      // No valid points in second program, cancel crossover.
      return null;
    } else {
      // Randomly choose a second point out of the matching non-terminals.
      final int point2 = rng.nextInt(matchingNonTerminals.size());
      final NonTerminalSymbol subtree2 = matchingNonTerminals.get(point2);

      // Add crossover points to the stats manager.
      Stats.get().addData(XO_POINT1, point1);
      Stats.get().addData(XO_POINT2, point2);

      // Swap the non-terminals' children.
      final List<Symbol> temp = subtree1.getChildren();
      subtree1.setChildren(subtree2.getChildren());
      subtree2.setChildren(temp);

      // Add subtrees into the stats manager.
      Stats.get().addData(XO_SUBTREE1, subtree1);
      Stats.get().addData(XO_SUBTREE2, subtree2);
    }

    return new GRCandidateProgram[] {child1, child2};
  }