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Diffstat (limited to 'src/jcgp/tests/ChromosomeTests.java')
-rw-r--r-- | src/jcgp/tests/ChromosomeTests.java | 334 |
1 files changed, 0 insertions, 334 deletions
diff --git a/src/jcgp/tests/ChromosomeTests.java b/src/jcgp/tests/ChromosomeTests.java deleted file mode 100644 index eb4b5d1..0000000 --- a/src/jcgp/tests/ChromosomeTests.java +++ /dev/null @@ -1,334 +0,0 @@ -package jcgp.tests; - -import static org.junit.Assert.assertTrue; -import static org.junit.Assert.fail; -import jcgp.JCGP.Resources; -import jcgp.population.Chromosome; -import jcgp.population.Connection; -import jcgp.population.Input; -import jcgp.population.MutableElement; -import jcgp.population.Node; -import jcgp.population.Output; - -import org.junit.Before; -import org.junit.BeforeClass; -import org.junit.Test; - -/** - * - * Tests which cover the behaviour specified for a chromosome. - * - * - The chromosome should be able to return a specified node, input or output. - * - It should be able to return a random MutableElement. - * - It should be able to return a random allowed connection given a column. - * - It should be able to return a random connection. - * - It should contain a freely modifiable fitness value. - * - For truth table evaluations, it should be able to have its inputs set. - * - For truth table evaluations, the output should return a value according to the inputs. - * - It should feature a copy method, which creates a deep copy of a specified Chromosome object. - * - It should be able to return a list of active nodes. - * - It should contain a method to evaluate whether a given chromosome is identical - * to it. - * - Same as above, but only looking at the active portion of a chromosome. - * - * - * WARNING: changing parameters may cause the tests to incorrectly fail! - * - * @author Eduardo Pedroni - * - */ -public class ChromosomeTests { - - private Chromosome chromosome; - private static Resources resources; - - @BeforeClass - public static void setUpBeforeClass() { - resources = new Resources(); - } - - @Before - public void setUp() throws Exception { - chromosome = new Chromosome(resources); - } - - /** - * - */ - @Test - public void cloneTest() { - // create a clone, check to see if it really is a clone - Chromosome clone = new Chromosome(chromosome); - - // compare all elements, one by one - // check outputs - for (int o = 0; o < resources.getInt("outputs"); o++) { - // check that no cross-references exist between chromosomes - assertTrue("Cloned chromosome contains a reference to a member of the original chromosome.", - clone.getOutput(o) != chromosome.getOutput(o) && - clone.getOutput(o).getSource() != chromosome.getOutput(o).getSource()); - // check that the connections are equivalent - if (clone.getOutput(o).getSource() instanceof Input && chromosome.getOutput(o).getSource() instanceof Input) { - assertTrue("Outputs did not connect to equivalent inputs.", - ((Input) clone.getOutput(o).getSource()).getIndex() == ((Input) chromosome.getOutput(o).getSource()).getIndex()); - } else if (clone.getOutput(o).getSource() instanceof Node && chromosome.getOutput(o).getSource() instanceof Node) { - assertTrue("Outputs did not connect to equivalent nodes.", - ((Node) clone.getOutput(o).getSource()).getRow() == ((Node) chromosome.getOutput(o).getSource()).getRow() && - ((Node) clone.getOutput(o).getSource()).getColumn() == ((Node) chromosome.getOutput(o).getSource()).getColumn()); - } else { - fail("Output source types did not match."); - } - } - // check nodes, rows first - for (int row = 0; row < resources.getInt("rows"); row++) { - for (int column = 0; column < resources.getInt("columns"); column++) { - // check that nodes are not pointers to the same instance - assertTrue("Both chromosomes contain a reference to the same node.", clone.getNode(row, column) != chromosome.getNode(row, column)); - // check that both nodes reference their own position in the grid correctly - assertTrue("Equivalent nodes self-reference differently.", clone.getNode(row, column).getRow() == chromosome.getNode(row, column).getRow() && - clone.getNode(row, column).getColumn() == chromosome.getNode(row, column).getColumn()); - // check that the two nodes have the same function - assertTrue("Equivalent nodes have different functions.", clone.getNode(row, column).getFunction() == chromosome.getNode(row, column).getFunction()); - - // compare each connection - for (int connection = 0; connection < resources.getInt("arity"); connection++) { - // first look at whether they are actually the same instance - assertTrue("Nodes are connected to the same connection instance.", - clone.getNode(row, column).getConnection(connection) != chromosome.getNode(row, column).getConnection(connection)); - - // if the connections aren't the same instance, check that their addresses are the same - if (clone.getNode(row, column).getConnection(connection) instanceof Input && - chromosome.getNode(row, column).getConnection(connection) instanceof Input) { - - assertTrue("Nodes did not connect to equivalent inputs.", - ((Input) clone.getNode(row, column).getConnection(connection)).getIndex() == - ((Input) chromosome.getNode(row, column).getConnection(connection)).getIndex()); - - } else if (clone.getNode(row, column).getConnection(connection) instanceof Node && - chromosome.getNode(row, column).getConnection(connection) instanceof Node) { - - assertTrue("Nodes did not connect to equivalent nodes.", - ((Node) clone.getNode(row, column).getConnection(connection)).getRow() == - ((Node) chromosome.getNode(row, column).getConnection(connection)).getRow() && - - ((Node) clone.getNode(row, column).getConnection(connection)).getColumn() == - ((Node) chromosome.getNode(row, column).getConnection(connection)).getColumn()); - - } else { - fail("Connection types did not match."); - } - } - } - } - - // check cloning given a known topology - chromosome = createKnownConfiguration(); - clone = new Chromosome(chromosome); - - Integer[] testInputs = new Integer[] {5, 8, 4}; - chromosome.setInputs((Object[]) testInputs); - clone.setInputs((Object[]) testInputs); - - // check that both chromosomes have the same outputs - for (int i = 0; i < resources.getInt("outputs"); i++) { - assertTrue("Incorrect output returned", ((Integer) chromosome.getOutput(i).calculate()) == ((Integer) clone.getOutput(i).calculate())); - } - - // mutate an output in clone, check that the same node in chromosome produces a different output - clone.getOutput(1).setConnection(resources.getRandomInt(resources.getInt("arity")), clone.getInput(2)); - - assertTrue("Mutation affected nodes in both chromosomes.", - clone.getOutput(1).calculate() != chromosome.getOutput(1).calculate()); - - } - /** - * - */ - @Test - public void fitnessTest() { - // set a fitness value, check if returned value is the same - chromosome.setFitness(10); - assertTrue("Incorrect fitness returned.", chromosome.getFitness() == 10); - } - - /** - * - */ - @Test - public void randomConnectionTest() { - // get random connections with column 0, check that they are all inputs - for (int i = 0; i < 10000; i++) { - boolean connectionReturn = chromosome.getRandomConnection(0) instanceof Input; - assertTrue("Connection is not an input.", connectionReturn); - } - - // get random connections with the last column as reference, check that they're all within range - int connectionNodes = 0, connectionOutOfRange = 0, connectionInputs = 0, connectionPicks = 100000; - int chosenColumn = resources.getInt("columns") - 1; - for (int i = 0; i < connectionPicks; i++) { - Connection c = chromosome.getRandomConnection(chosenColumn); - if (c instanceof Node) { - connectionNodes++; - if (((Node) c).getColumn() >= chosenColumn) { - connectionOutOfRange++; - } - assertTrue("Connection is not allowed : " + ((Node) c).getColumn(), ((Node) c).getColumn() < chosenColumn && ((Node) c).getColumn() < chosenColumn); - } else if (c instanceof Input) { - connectionInputs++; - } else { - fail("Return is neither Node nor Input."); - - } - } - System.out.println("Out of " + connectionPicks + " connections picked from " + ((chosenColumn >= resources.getInt("levelsBack")) ? resources.getInt("levelsBack") : chosenColumn) * resources.getInt("rows") + - " allowed nodes and " + resources.getInt("inputs") + " inputs, " + connectionNodes + " were nodes and " + connectionInputs + " were inputs."); - - System.out.println("Node/input ratio: " + (chosenColumn >= resources.getInt("levelsBack") ? resources.getInt("levelsBack") : chosenColumn) * resources.getDouble("rows") / resources.getDouble("inputs") + - ", picked ratio: " + (double) connectionNodes / (double) connectionInputs); - - System.out.println(connectionOutOfRange + " nodes that disrespected levels back were picked."); - } - /** - * - */ - @Test - public void randomMutableTest() { - // get mutable elements, check Node to Output ratio - int mutablePicks = 100000; - int mutableNodes = 0, mutableOutputs = 0; - for (int i = 0; i < mutablePicks; i++) { - MutableElement m = chromosome.getRandomMutableElement(); - - if (m instanceof Node) { - mutableNodes++; - } else if (m instanceof Output) { - mutableOutputs++; - } else { - fail("Return is neither Node nor Output."); - } - } - System.out.println("Out of " + mutablePicks + " mutable elements picked from " + resources.getInt("nodes") + - " nodes and " + resources.getInt("outputs") + " outputs, " + mutableNodes + " were nodes and " + - mutableOutputs + " were outputs."); - System.out.println("Node/output ratio: " + resources.getDouble("nodes") / resources.getDouble("outputs") + - ", picked ratio: " + (double) mutableNodes / (double) mutableOutputs + "\n"); - } - - /** - * - */ - @Test - public void getOutputsTest() { - chromosome = createKnownConfiguration(); - - chromosome.setInputs(5, 8, 4); - - // with this configuration, the outputs should be 13 and 25. - assertTrue("Incorrect output returned.", (Integer) chromosome.getOutput(0).calculate() == 13); - assertTrue("Incorrect output returned.", (Integer) chromosome.getOutput(1).calculate() == 25); - } - - /** - * - */ - @Test - public void setInputTest() { - // set input values, check that acquired values are correct - Integer[] testInputs = new Integer[resources.getInt("inputs")]; - for (int i = 0; i < resources.getInt("inputs"); i++) { - testInputs[i] = i * 2 - 3; - } - chromosome.setInputs((Object[]) testInputs); - for (int i = 0; i < resources.getInt("inputs"); i++) { - assertTrue("Incorrect input returned.", ((Integer) chromosome.getInput(i).getValue()) == i * 2 - 3); - } - } - - /** - * - */ - @Test - public void getNodeTest() { - // get all nodes one by one, check that they are all correct - for (int r = 0; r < resources.getInt("rows"); r++) { - for (int c = 0; c < resources.getInt("columns"); c++) { - assertTrue("Incorrect node returned.", chromosome.getNode(r, c).getColumn() == c && - chromosome.getNode(r, c).getRow() == r); - } - } - } - - /** - * - */ - @Test - public void activeNodeTest() { - // active node detection happens recursively, the user only calls a single method - // set connections to a known configuration - chromosome = createKnownConfiguration(); - - assertTrue("Active node missing from list.", chromosome.getActiveNodes().contains(chromosome.getNode(0, 0))); - assertTrue("Active node missing from list.", chromosome.getActiveNodes().contains(chromosome.getNode(1, 1))); - assertTrue("Active node missing from list.", chromosome.getActiveNodes().contains(chromosome.getNode(1, 2))); - - assertTrue("List has the wrong number of nodes.", chromosome.getActiveNodes().size() == 3); - } - - /** - * - */ - @Test - public void compareActiveTest() { - // create a clone of the chromosome, compare active nodes - should return true - Chromosome c = new Chromosome(chromosome); - assertTrue("Active nodes did not match.", chromosome.compareActiveTo(c)); - assertTrue("Symmetry not obeyed.", c.compareActiveTo(chromosome)); - - // create a new random chromosome, this time they should not match - c = new Chromosome(resources); - assertTrue("Active nodes did match.", !chromosome.compareActiveTo(c)); - } - - /** - * - */ - @Test - public void compareTest() { - // create a clone of the chromosome, compare - should return true - Chromosome c = new Chromosome(chromosome); - assertTrue("Chromosomes did not match.", chromosome.compareTo(c)); - assertTrue("Symmetry not obeyed.", c.compareTo(chromosome)); - - // create a new random chromosome, this time they should not match - c = new Chromosome(resources); - assertTrue("Chromosomes did match.", !chromosome.compareTo(c)); - } - /** - * Utility for creating a chromosome of known configuration. - * Topology is 3x3, with 3 inputs and 2 outputs. - * Given inputs 5, 8 and 4 outputs should be 13 and 25. - * - * Active nodes (r, c): [0, 0], [1, 1], [1, 2] - * - * @return the configured chromosome - */ - private Chromosome createKnownConfiguration() { - // with a small topology, build a chromosome of known connections and check outputs - resources.set("columns", 3); - resources.set("rows", 3); - resources.set("inputs", 3); - resources.set("outputs", 2); - resources.set("levelsBack", 3); - - Chromosome c = new Chromosome(resources); - - c.getNode(0, 0).initialise(resources.getFunction(0), c.getInput(0), c.getInput(1)); - c.getNode(1, 1).initialise(resources.getFunction(0), c.getNode(0, 0), c.getInput(1)); - c.getNode(1, 2).initialise(resources.getFunction(0), c.getNode(1, 1), c.getInput(2)); - - c.getOutput(0).setConnection(0, c.getNode(0, 0)); - c.getOutput(1).setConnection(0, c.getNode(1, 2)); - - return c; - } -} |