com.tomgibara.cluster.CreateGaussianCross.java Source code

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Here is the source code for com.tomgibara.cluster.CreateGaussianCross.java

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/*
 * Copyright 2007 Tom Gibara
 * 
 * Licensed 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 com.tomgibara.cluster;

import java.io.FileWriter;
import java.io.IOException;
import java.io.Writer;

import org.apache.commons.math.random.GaussianRandomGenerator;
import org.apache.commons.math.random.JDKRandomGenerator;
import org.apache.commons.math.random.NormalizedRandomGenerator;
import org.apache.commons.math.random.UncorrelatedRandomVectorGenerator;

public class CreateGaussianCross {

    public static void main(String[] args) throws IOException {
        GaussianRandomGenerator gen = new GaussianRandomGenerator(new JDKRandomGenerator());
        final double[] center = new double[] { 0, 0 };
        int clusterSize = 300;
        FileWriter writer = new FileWriter("R/cross.txt");
        try {
            writeCluster(gen, center, new double[] { 6, 1 }, clusterSize, writer);
            writeCluster(gen, center, new double[] { 1, 6 }, clusterSize, writer);
        } finally {
            writer.close();
        }
    }

    private static void writeCluster(NormalizedRandomGenerator gen, double[] means, double[] deviations, int size,
            Writer writer) throws IOException {
        UncorrelatedRandomVectorGenerator c = new UncorrelatedRandomVectorGenerator(means, deviations, gen);
        for (int i = 0; i < size; i++) {
            double[] pt = c.nextVector();
            writer.write(String.format("%3.3f %3.3f%n", pt[0], pt[1]));
        }
    }

}