Пример #1
0
 public int chooseTerminalSymbol(EvolutionState state, int thread) {
   int terminalChoice =
       RandomChoice.pickFromDistribution(
           cumulativeNormalizedTerminalWeights, state.random[thread].nextFloat(), CHECK_BOUNDARY);
   // the value returned is the function index from 0 to number of functions ...
   // need to get the index into the set of symbols
   return terminals[terminalChoice];
 }
  public GPNode newRootedTree(
      final EvolutionState state,
      GPType type,
      final int thread,
      final GPNodeParent parent,
      final GPFunctionSet set,
      final int argposition,
      int requestedSize) {
    // ptc2 can mess up if there are no available terminals for a given type.  If this occurs,
    // and we find ourselves unable to pick a terminal when we want to do so, we will issue a
    // warning,
    // and pick a nonterminal, violating the ptc2 size and depth contracts.  This can lead to
    // pathological situations
    // where the system will continue to go on and on unable to stop because it can't pick a
    // terminal,
    // resulting in running out of memory or some such.  But there are cases where we'd want to let
    // this work itself out.
    boolean triedTerminals = false;

    if (!(set instanceof PTCFunctionSetForm))
      state.output.fatal(
          "Set "
              + set.name
              + " is not of the class ec.gp.build.PTCFunctionSetForm, and so cannot be used with PTC Nodebuilders.");

    PTCFunctionSetForm pset = (PTCFunctionSetForm) set;

    // pick a size from the distribution
    if (requestedSize == NOSIZEGIVEN) requestedSize = pickSize(state, thread);

    GPNode root;

    int t = type.type;
    GPNode[] terminals = set.terminals[t];
    GPNode[] nonterminals = set.nonterminals[t];
    GPNode[] nodes = set.nodes[t];

    if (nodes.length == 0) errorAboutNoNodeWithType(type, state); // total failure

    // return a terminal
    if ((requestedSize == 1
            || // Now pick a terminal if our size is 1
            warnAboutNonterminal(nonterminals.length == 0, type, false, state))
        && // OR if there are NO nonterminals!
        (triedTerminals = true)
        && // [first set triedTerminals]
        terminals.length != 0) // AND if there are available terminals
    {
      root =
          (GPNode)
              terminals[
                  RandomChoice.pickFromDistribution(
                      pset.terminalProbabilities(t),
                      state.random[thread].nextFloat(),
                      CHECK_BOUNDARY)]
                  .lightClone();
      root.resetNode(state, thread); // give ERCs a chance to randomize
      root.argposition = (byte) argposition;
      root.parent = parent;
    } else // return a nonterminal-rooted tree
    {
      if (triedTerminals)
        warnAboutNoTerminalWithType(
            type, false, state); // we tried terminals and we're here because there were none!

      // pick a nonterminal
      root =
          (GPNode)
              nonterminals[
                  RandomChoice.pickFromDistribution(
                      pset.nonterminalProbabilities(t),
                      state.random[thread].nextFloat(),
                      CHECK_BOUNDARY)]
                  .lightClone();
      root.resetNode(state, thread); // give ERCs a chance to randomize
      root.argposition = (byte) argposition;
      root.parent = parent;

      // set the depth, size, and enqueuing, and reset the random dequeue

      s_size = 0; // pretty critical!
      int s = 1;
      GPInitializer initializer = ((GPInitializer) state.initializer);
      GPType[] childtypes = root.constraints(initializer).childtypes;
      for (int x = 0; x < childtypes.length; x++) enqueue(root, x, 1); /* depth 1 */

      while (s_size > 0) {
        triedTerminals = false;
        randomDequeue(state, thread);
        type = dequeue_node.constraints(initializer).childtypes[dequeue_argpos];

        int y = type.type;
        terminals = set.terminals[y];
        nonterminals = set.nonterminals[y];
        nodes = set.nodes[y];

        if (nodes.length == 0) errorAboutNoNodeWithType(type, state); // total failure

        // pick a terminal
        if ((s_size + s >= requestedSize
                || // if we need no more nonterminal nodes
                dequeue_depth == maxDepth
                || // OR if we're at max depth and must pick a terminal
                warnAboutNonterminal(nonterminals.length == 0, type, false, state))
            && // OR if there are NO nonterminals!
            (triedTerminals = true)
            && // [first set triedTerminals]
            terminals.length != 0) // AND if there are available terminals
        {
          GPNode n =
              (GPNode)
                  terminals[
                      RandomChoice.pickFromDistribution(
                          pset.terminalProbabilities(y),
                          state.random[thread].nextFloat(),
                          CHECK_BOUNDARY)]
                      .lightClone();
          dequeue_node.children[dequeue_argpos] = n;
          n.resetNode(state, thread); // give ERCs a chance to randomize
          n.argposition = (byte) dequeue_argpos;
          n.parent = dequeue_node;
        }

        // pick a nonterminal and enqueue its children
        else {
          if (triedTerminals)
            warnAboutNoTerminalWithType(
                type, false, state); // we tried terminals and we're here because there were none!

          GPNode n =
              (GPNode)
                  nonterminals[
                      RandomChoice.pickFromDistribution(
                          pset.nonterminalProbabilities(y),
                          state.random[thread].nextFloat(),
                          CHECK_BOUNDARY)]
                      .lightClone();
          dequeue_node.children[dequeue_argpos] = n;
          n.resetNode(state, thread); // give ERCs a chance to randomize
          n.argposition = (byte) dequeue_argpos;
          n.parent = dequeue_node;

          childtypes = n.constraints(initializer).childtypes;
          for (int x = 0; x < childtypes.length; x++) enqueue(n, x, dequeue_depth + 1);
        }
        s++;
      }
    }

    return root;
  }