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-rw-r--r--src/jcgp/population/Chromosome.java335
1 files changed, 0 insertions, 335 deletions
diff --git a/src/jcgp/population/Chromosome.java b/src/jcgp/population/Chromosome.java
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index 297d298..0000000
--- a/src/jcgp/population/Chromosome.java
+++ /dev/null
@@ -1,335 +0,0 @@
-package jcgp.population;
-
-import java.util.ArrayList;
-
-import jcgp.JCGP.Resources;
-import jcgp.exceptions.ParameterMismatchException;
-
-public class Chromosome {
-
- private Resources resources;
-
- private Input[] inputs;
- private Node[][] nodes;
- private Output[] outputs;
-
- private ArrayList<Node> activeNodes;
-
- private int fitness = 0;
- private boolean recomputeActiveNodes = true;
-
- /**
- * Initialise a chromosome with the specified parameters. Random valid connections
- * are created.
- *
- *
- */
- public Chromosome(Resources resources) {
- // store a reference to the parameters
- this.resources = resources;
-
- // allocate memory for all elements of the chromosome
- instantiateElements();
- // set random connections so that the chromosome can be evaluated
- initialiseConnections();
- }
-
- /**
- * Copy constructor.
- *
- * Initialise a new chromosome with the exact same connections as a given instance of Chromosome.
- *
- * @param clone the chromosome to be copied
- */
- public Chromosome(Chromosome clone) {
- // store a reference to the parameters
- this.resources = clone.getParameters();
-
- // allocate memory for all elements of the chromosome
- instantiateElements();
- // initialise all connections based on argument
- copyConnections(clone);
- }
-
- /**
- *
- */
- private void instantiateElements() {
- inputs = new Input[(resources.getInt("inputs"))];
- for (int i = 0; i < (resources.getInt("inputs")); i++) {
- inputs[i] = new Input(i);
- }
-
- int arity = resources.getInt("arity");
-
- // rows first
- nodes = new Node[(resources.getInt("rows"))][(resources.getInt("columns"))];
- for (int r = 0; r < (resources.getInt("rows")); r++) {
- for (int c = 0; c < (resources.getInt("columns")); c++) {
- nodes[r][c] = new Node(this, r, c, arity);
- }
- }
- outputs = new Output[(resources.getInt("outputs"))];
- for (int o = 0; o < (resources.getInt("outputs")); o++) {
- outputs[o] = new Output(this, o);
- }
- }
-
- /**
- *
- */
- private void initialiseConnections() {
-
- int arity = resources.getInt("arity");
-
- // initialise nodes - [rows][columns]
- for (int r = 0; r < nodes.length; r++) {
- for (int c = 0; c < nodes[r].length; c++) {
- Connection[] connections = new Connection[arity];
- for (int i = 0; i < connections.length; i++) {
- connections[i] = getRandomConnection(c);
- }
- nodes[r][c].initialise(resources.getRandomFunction(), connections);
- }
- }
-
- for (Output output : outputs) {
- output.setConnection(0, getRandomConnection());
- }
-
- }
-
- /**
- * @param clone
- */
- public void copyConnections(Chromosome clone) {
- int arity = resources.getInt("arity");
-
- // copy nodes - [rows][columns]
- for (int r = 0; r < nodes.length; r++) {
- for (int c = 0; c < nodes[r].length; c++) {
- // make array of connections to initialise with
- Connection[] connections = new Connection[arity];
- // populate with connections equivalent to clone
- Connection copyConnection;
- for (int i = 0; i < connections.length; i++) {
- copyConnection = clone.getNode(r, c).getConnection(i);
- if (copyConnection instanceof Input) {
- connections[i] = inputs[((Input) copyConnection).getIndex()];
- } else if (copyConnection instanceof Node) {
- connections[i] = nodes[((Node) copyConnection).getRow()][((Node) copyConnection).getColumn()];
- } else {
- System.out.println("Warning: Connection of subtype " + copyConnection.getClass().toString() + " is not explicitly handled by copy constructor.");
- }
- }
- // initialise with copied arguments
- nodes[r][c].initialise(clone.getNode(r, c).getFunction(), connections);
- }
- }
-
- // do the same to outputs
- Connection copyOutput;
- for (int o = 0; o < outputs.length; o++) {
- copyOutput = clone.getOutput(o).getSource();
- if (copyOutput instanceof Input) {
- outputs[o].setConnection(0, inputs[((Input) copyOutput).getIndex()]);
- } else if (copyOutput instanceof Node) {
- outputs[o].setConnection(0, nodes[((Node) copyOutput).getRow()][((Node) copyOutput).getColumn()]);
- } else {
- // something bad happened
- System.out.println("Warning: Connection of subtype " + copyOutput.getClass().toString() + " is not explicitly handled by copy constructor.");
- }
- }
- }
-
- public Node getNode(int row, int column) {
- return nodes[row][column];
- }
-
- public Output getOutput(int index) {
- return outputs[index];
- }
-
- public Input getInput(int index) {
- return inputs[index];
- }
-
- public int getFitness() {
- return fitness;
- }
-
- public void setFitness(int newFitness) {
- fitness = newFitness;
- }
-
- /**
- *
- * @param values
- * @throws ParameterMismatchException
- */
- public void setInputs(Object ... values) throws ParameterMismatchException {
- // if the values provided don't match the specified number of inputs, the user should be warned
- if (values.length == inputs.length) {
- // set inputs for evaluation
- for (int i = 0; i < values.length; i++) {
- inputs[i].setValue(values[i]);
- }
- } else {
- throw new ParameterMismatchException();
- }
- }
-
- /**
- * This method is useful for mutating chromosomes.
- *
- * @return a random element that can be mutated - Node or Output
- */
- public MutableElement getRandomMutableElement() {
- // choose output or node
- int index = resources.getRandomInt(outputs.length + (resources.getInt("rows")) * (resources.getInt("columns")));
-
- if (index < outputs.length) {
- // outputs
- return outputs[index];
- } else {
- // node
- index -= outputs.length;
- return nodes[index / (resources.getInt("columns"))][index % (resources.getInt("columns"))];
- }
- }
-
- /**
- * Returns a random allowed connection respecting levels back.</br>
- * This method may always pick inputs, as they can be picked
- * regardless of the column.
- *
- * @param column the column to use as reference
- * @return a random connection
- */
- public Connection getRandomConnection(int column) {
- // work out the allowed range obeying levels back
- int allowedColumns = ((column >= (resources.getInt("levelsBack"))) ? (resources.getInt("levelsBack")) : column);
- int offset = ((column - allowedColumns) * nodes.length) - inputs.length;
-
- // choose input or allowed node
- int index = resources.getRandomInt(inputs.length + (nodes.length * allowedColumns));
- if (index < inputs.length) {
- // input
- return inputs[index];
- } else {
- // node
- // offset it to address the right columns
- index += offset;
- return nodes[index % nodes.length][index / nodes.length];
- }
- }
-
- /**
- * This method will pick a completely random connection, independently
- * of levels back, including inputs.
- *
- * Useful for setting outputs.
- *
- *
- * @return a random connection
- */
- public Connection getRandomConnection() {
- // choose output or node
- int index = resources.getRandomInt(inputs.length + (resources.getInt("columns")) * (resources.getInt("rows")));
- if (index < inputs.length) {
- // outputs
- return inputs[index];
- } else {
- // node
- index -= inputs.length;
- return nodes[index / (resources.getInt("columns"))][index % (resources.getInt("columns"))];
- }
- }
-
- /**
- * This causes the list of active nodes to be recomputed lazily (once it is actually requested).
- */
- public void recomputeActiveNodes() {
- recomputeActiveNodes = true;
- }
-
- /**
- * This method computes a list of active connections (if necessary) and returns it.
- *
- * @return
- */
- public ArrayList<Node> getActiveNodes() {
- computeActiveNodes();
- return activeNodes;
- }
-
- private void computeActiveNodes() {
- // lazy recomputation has been triggered, do it
- if (recomputeActiveNodes) {
- recomputeActiveNodes = false;
- activeNodes = new ArrayList<Node>();
-
- for (Output output : outputs) {
- output.getActiveNodes(activeNodes);
- }
- }
-
- }
-
- public boolean compareTo(Chromosome chromosome) {
- for (int r = 0; r < (resources.getInt("rows")); r++) {
- for (int c = 0; c < (resources.getInt("columns")); c++) {
- if (!(nodes[r][c].copyOf(chromosome.getNode(r, c)))) {
- return false;
- }
- }
- }
-
- for (int o = 0; o < (resources.getInt("outputs")); o++) {
- if (!(outputs[o].copyOf(chromosome.getOutput(o)))) {
- return false;
- }
- }
-
- return true;
- }
-
- public boolean compareActiveTo(Chromosome chromosome) {
- // update list if it is out of date
- computeActiveNodes();
-
- if (activeNodes.size() == chromosome.getActiveNodes().size()) {
- for (int i = 0; i < activeNodes.size(); i++) {
- if (!(activeNodes.get(i).copyOf(chromosome.getActiveNodes().get(i)))){
- return false;
- }
- }
- return true;
- }
- return false;
- }
-
- public void printNodes() {
- int arity = resources.getInt("arity");
-
- for (int r = 0; r < (resources.getInt("rows")); r++) {
- System.out.print("r: " + r + "\t");
- for (int c = 0; c < (resources.getInt("columns")); c++) {
- System.out.print("N: (" + r + ", " + c + ") ");
- for (int i = 0; i < arity; i++) {
- System.out.print("C" + i + ": (" + nodes[r][c].getConnection(i).getDescription() + ") ");
- }
- System.out.print("F: " + nodes[r][c].getFunction().getName() + "\t");
- }
- System.out.print("\n");
- }
-
- for (int o = 0; o < (resources.getInt("outputs")); o++) {
- System.out.print("o: " + o + " (" + outputs[o].getSource().getDescription() + ")\t");
- }
- }
-
- public Resources getParameters() {
- return resources;
- }
-}