http://algs4.cs.princeton.edu/14analysis/DoublingRatio.java.html

 

 

Below is the syntax highlighted version of DoublingRatio.java from §1.4 Analysis of Algorithms.   Here is theJavadoc.

 

/*************************************************************************
 *  Compilation:  javac DoublingRatio.java
 *  Execution:    java DoublingRatio
 *  Dependencies: ThreeSum.java Stopwatch.java StdRandom.java StdOut.java
 *
 *
 *  % java DoublingRatio
 *      250   0.0    2.7
 *      500   0.0    4.8
 *     1000   0.1    6.9
 *     2000   0.6    7.7
 *     4000   4.5    8.0
 *     8000  35.7    8.0
 *  ...
 *
 *************************************************************************/

/**
 *  The <tt>DoublingRatio</tt> class provides a client for measuring
 *  the running time of a method using a doubling ratio test.
 *  <p>
 *  For additional documentation, see <a href="http://algs4.cs.princeton.edu/14analysis">Section 1.4</a>
 *  of <i>Algorithms, 4th Edition</i> by Robert Sedgewick and Kevin Wayne.
 *
 *  @author Robert Sedgewick
 *  @author Kevin Wayne
 */
public class DoublingRatio {

    // This class should not be instantiated.
    private DoublingRatio() { }

    /**
     * Returns the amount of time to call <tt>ThreeSum.count()</tt> with <em>N</em>
     * random 6-digit integers.
     * @param N the number of integers
     * @return amount of time (in seconds) to call <tt>ThreeSum.count()</tt>
     *   with <em>N</em> random 6-digit integers
     */
    public static double timeTrial(int N) {
        int MAX = 1000000;
        int[] a = new int[N];
        for (int i = 0; i < N; i++) {
            a[i] = StdRandom.uniform(-MAX, MAX);
        }
        Stopwatch timer = new Stopwatch();
        int cnt = ThreeSum.count(a);
        return timer.elapsedTime();
    }

    /**
     * Prints table of running times to call <tt>ThreeSum.count()</tt>
     * for arrays of size 250, 500, 1000, 2000, and so forth, along
     * with ratios of running times between successive array sizes.
     */
    public static void main(String[] args) { 
        double prev = timeTrial(125);
        for (int N = 250; true; N += N) {
            double time = timeTrial(N);
            StdOut.printf("%6d %7.1f %5.1f\n", N, time, time/prev);
            prev = time;
        } 
    } 
} 

 

Copyright © 2002–2010, Robert Sedgewick and Kevin Wayne. 
Last updated: Tue Sep 24 11:15:02 EDT 2013.
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