Exemple #1
0
        /// <summary>
        /// Loads an ERC from the ERCBank given the value in the genome.
        /// If there is no such ERC, then one is created and randomized, then added to the bank.
        /// The point of this mechanism is to enable ERCs to appear in multiple places in a GPTree.
        /// </summary>
        public GPNode ObtainERC(IEvolutionState state, int genomeVal, int threadnum,
                                GPNode node, IDictionary <int, GPNode> ercMapsForFancyPrint)
        {
            // TODO: BRS: Questionable key here because of Java -> C# conversion (hash codes)
            var ercList = (IList <GPNode>)ERCBank[genomeVal];

            if (ercList == null)
            {
                ercList            = new List <GPNode>();
                ERCBank[genomeVal] = ercList;
            }

            GPNode dummy;

            // search array list for an ERC of the same type we want
            for (var i = 0; i < ercList.Count; i++)
            {
                dummy = ercList[i];

                // ERC was found inside the list
                if (dummy.NodeEquivalentTo(node))
                {
                    if (ercMapsForFancyPrint != null)
                    {
                        ercMapsForFancyPrint[genomeVal] = dummy;
                    }
                    return(dummy.LightClone());
                }
            }

            // erc was not found in the array list lets make one
            node = node.LightClone();
            node.ResetNode(state, threadnum);
            ercList.Add(node);
            if (ercMapsForFancyPrint != null)
            {
                ercMapsForFancyPrint[genomeVal] = node;
            }
            return(node);
        }
Exemple #2
0
        GPNode MakeSubtree(IList <int> index, IList <int> genome,
                           IEvolutionState es, GPFunctionSet gpfs, GrammarRuleNode rule,
                           int treeNum, int threadNum, IDictionary <int, GPNode> ercMapsForFancyPrint, IGPNodeParent parent, byte argPosition)
        {
            //have we exceeded the length of the genome?  No point in going further.
            if (index[0] >= genome.Count)
            {
                throw new BigTreeException();
            }

            //expand the rule with the chromosome to get a body element
            int i;

            //non existant rule got passed in
            if (rule == null)
            {
                es.Output.Fatal("An undefined rule exists within the grammar.");
            }

            //more than one rule to consider, pick one based off the genome, and consume the current gene
            // avoid mod operation as much as possible
            if (rule.GetNumChoices() > 1)
            {
                i = (genome[index[0]] - (int)GetMinGene(index[0])) % rule.GetNumChoices();
            }
            else
            {
                i = 0;
            }
            index[0]++;
            GrammarNode choice = rule.GetChoice(i);

            // if body is another rule head
            //look up rule
            if (choice is GrammarRuleNode)
            {
                var nextrule = (GrammarRuleNode)choice;
                return(MakeSubtree(index, genome, es, gpfs, nextrule,
                                   treeNum, threadNum, ercMapsForFancyPrint, parent, argPosition));
            }
            else //handle functions
            {
                GrammarFunctionNode funcgrammarnode = (GrammarFunctionNode)choice;

                GPNode validNode = funcgrammarnode.GetGPNodePrototype();

                int numChildren = validNode.Children.Length;
                //index 0 is the node itself
                int numChildrenInGrammar = funcgrammarnode.GetNumArguments();

                //does the grammar contain the correct amount of children that the GPNode requires
                if (numChildren != numChildrenInGrammar)
                {
                    es.Output.Fatal("GPNode " + validNode.ToStringForHumans() + " requires "
                                    + numChildren + " children.  "
                                    + numChildrenInGrammar
                                    + " children found in the grammar.");
                }

                //check to see if it is an ERC node
                if (validNode is ERC)
                {
                    // have we exceeded the length of the genome?  No point in going further.
                    if (index[0] >= genome.Count)
                    {
                        throw new BigTreeException();
                    }

                    // ** do we actually need to maintain two vlaues ? key and originalVal ?
                    // ** there is no problem if we use the originalVal for both ERCBank and
                    // ** ercMapsForFancyPrint, moreover, this will also make the reverse-mapping case
                    // ** easier -- khaled

                    // these below two lines are from the original code --
                    // key for ERC hashtable look ups is the current index within the genome.  Consume it.
                    //int key = genome[index[0]] - (int)GetMinGene(index[0]);
                    //int originalVal = genome[index[0]];

                    // this single line is khaled's mod --
                    int genomeVal = genome[index[0]];
                    index[0]++;

                    validNode = ObtainERC(es, genomeVal, threadNum, validNode, ercMapsForFancyPrint);
                }
                //non ERC node
                else
                {
                    validNode = validNode.LightClone();
                }

                //get the rest.
                for (int j = 0, childNumber = 0; j < funcgrammarnode.GetNumArguments(); j++)
                {
                    //get and link children to the current GPNode
                    validNode.Children[childNumber] = MakeSubtree(index, genome, es, gpfs,
                                                                  (GrammarRuleNode)funcgrammarnode.GetArgument(j), treeNum, threadNum,
                                                                  ercMapsForFancyPrint, validNode, (byte)childNumber);

                    if (validNode.Children[childNumber] == null)
                    {
                        return(null);
                    }
                    childNumber++;
                }
                validNode.ArgPosition = argPosition;
                validNode.Parent      = parent;
                return(validNode);
            }
        }