Commons Math example source code file (SimplexTableauTest.java)

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Java - Commons Math tags/keywords

arraylist, collection, collection, linearconstraint, linearconstraint, linearobjectivefunction, linearobjectivefunction, simplextableau, simplextableau, simplextableautest, test, util, wrong

The Commons Math SimplexTableauTest.java source code

/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.commons.math.optimization.linear;

import java.util.ArrayList;
import java.util.Collection;

import org.apache.commons.math.TestUtils;
import org.apache.commons.math.optimization.GoalType;
import org.junit.Assert;
import org.junit.Test;

public class SimplexTableauTest {

    @Test
    public void testInitialization() {
        LinearObjectiveFunction f = createFunction();
        Collection<LinearConstraint> constraints = createConstraints();
        SimplexTableau tableau =
            new SimplexTableau(f, constraints, GoalType.MAXIMIZE, false, 1.0e-6);
        double[][] expectedInitialTableau = {
                                             {-1, 0,  -1,  -1,  2, 0, 0, 0, -4},
                                             { 0, 1, -15, -10, 25, 0, 0, 0,  0},
                                             { 0, 0,   1,   0, -1, 1, 0, 0,  2},
                                             { 0, 0,   0,   1, -1, 0, 1, 0,  3},
                                             { 0, 0,   1,   1, -2, 0, 0, 1,  4}
        };
        assertMatrixEquals(expectedInitialTableau, tableau.getData());
    }

    @Test
    public void testDropPhase1Objective() {
        LinearObjectiveFunction f = createFunction();
        Collection<LinearConstraint> constraints = createConstraints();
        SimplexTableau tableau =
            new SimplexTableau(f, constraints, GoalType.MAXIMIZE, false, 1.0e-6);
        double[][] expectedTableau = {
                                      { 1, -15, -10, 0, 0, 0, 0},
                                      { 0,   1,   0, 1, 0, 0, 2},
                                      { 0,   0,   1, 0, 1, 0, 3},
                                      { 0,   1,   1, 0, 0, 1, 4}
        };
        tableau.dropPhase1Objective();
        assertMatrixEquals(expectedTableau, tableau.getData());
    }

    @Test
    public void testTableauWithNoArtificialVars() {
        LinearObjectiveFunction f = new LinearObjectiveFunction(new double[] {15, 10}, 0);
        Collection<LinearConstraint> constraints = new ArrayList();
        constraints.add(new LinearConstraint(new double[] {1, 0}, Relationship.LEQ, 2));
        constraints.add(new LinearConstraint(new double[] {0, 1}, Relationship.LEQ, 3));
        constraints.add(new LinearConstraint(new double[] {1, 1}, Relationship.LEQ, 4));
        SimplexTableau tableau =
            new SimplexTableau(f, constraints, GoalType.MAXIMIZE, false, 1.0e-6);
        double[][] initialTableau = {
                                     {1, -15, -10, 25, 0, 0, 0, 0},
                                     {0,   1,   0, -1, 1, 0, 0, 2},
                                     {0,   0,   1, -1, 0, 1, 0, 3},
                                     {0,   1,   1, -2, 0, 0, 1, 4}
        };
        assertMatrixEquals(initialTableau, tableau.getData());
    }

    @Test
    public void testSerial() {
        LinearObjectiveFunction f = createFunction();
        Collection<LinearConstraint> constraints = createConstraints();
        SimplexTableau tableau =
            new SimplexTableau(f, constraints, GoalType.MAXIMIZE, false, 1.0e-6);
        Assert.assertEquals(tableau, TestUtils.serializeAndRecover(tableau));
    }

    private LinearObjectiveFunction createFunction() {
        return new LinearObjectiveFunction(new double[] {15, 10}, 0);
    }

    private Collection<LinearConstraint> createConstraints() {
        Collection<LinearConstraint> constraints = new ArrayList();
        constraints.add(new LinearConstraint(new double[] {1, 0}, Relationship.LEQ, 2));
        constraints.add(new LinearConstraint(new double[] {0, 1}, Relationship.LEQ, 3));
        constraints.add(new LinearConstraint(new double[] {1, 1}, Relationship.EQ, 4));
        return constraints;
    }

    private void assertMatrixEquals(double[][] expected, double[][] result) {
        Assert.assertEquals("Wrong number of rows.", expected.length, result.length);
        for (int i = 0; i < expected.length; i++) {
            Assert.assertEquals("Wrong number of columns.", expected[i].length, result[i].length);
            for (int j = 0; j < expected[i].length; j++) {
                Assert.assertEquals("Wrong value at position [" + i + "," + j + "]", expected[i][j], result[i][j], 1.0e-15);
            }
        }
    }

}