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javaalgorithmquicksortbubble-sort

Why is QuickSort so much slower than BubbleSort?


I am wondering why my quickSort is so slow. It takes 10-20 seconds to sort the following array. Bubblesort (shown below) does it automatically.

public static void quickSort(int[] tab, int lowIndex, int highIndex) {
if (tab == null || tab.length == 0) {
    return;
}

int i = lowIndex;
int j = highIndex;

int pivot = tab[lowIndex + (highIndex - lowIndex) / 2];

while (i <= j) {
    while (tab[i] < pivot) {
    i++;
    }
    while (tab[j] > pivot) {
    j--;
    }

    if (i <= j) {
    int c = tab[i];
    tab[i] = tab[j];
    tab[j] = c;
    i++;
    j--;
    }

    if (lowIndex < j) {
    quickSort(tab, lowIndex, j);
    }
    if (i < highIndex) {
    quickSort(tab, i, highIndex);
    }
}

}

public static void bubbleSort(int[] arr) {
int n = arr.length - 1;
while (n >= 1) {
    for (int i = 0; i < n; i++) {
    if (arr[i] > arr[i + 1]) {
        int c = arr[i];
        arr[i] = arr[i + 1];
        arr[i + 1] = c;
    }
    }
    n--;
}
}

public static void main(String[] args) {
int[] t = new int[] { 5, 1, 33, 13, 21, 2, 12, 4,
    2, 3, 53, 2, 125, 23, 53, 523, 5, 235, 235, 235, 23, 523, 1,
    2, 41, 2412, 412, 4, 124, 1, 241, 24, 1, 43, 6, 346, 457, 56,
    74, 5, 3, 5, 1, 33, 13, 21, 2, 12, 4,
    2, 3, 53, 2, 125, 23, 53, 523, 5, 235, 235, 235, 23, 523, 1,
    2, 41, 2412, 412, 4, 124, 1, 241, 24, 1, 43, 6, 346, 457, 56,
    74, 5, 3, 74, 5, 3, 5, 1, 33, 13, 21, 2, 12, 4,
    2, 3, 53, 2, 125, 23, 53, 523, 5, 235, 235, 235, 23, 523, 1,
    2, 41, 2412, 412, 4, 124, 1, 241, 24, 1, 43, 6, 346, 457, 56,
    74, 5, 3 };

Solution

  • Basically, your bubble sort is broken in some way - using the implementation Darren Engwirda linked to in his comment at http://www.mycstutorials.com/articles/sorting/quicksort, and running the sorts with a newly created array each time, I get the following times:

    bash-3.1$ time java -cp bin Sort none
    
    real    0m0.079s
    user    0m0.000s
    sys     0m0.015s
    bash-3.1$ time java -cp bin Sort quick
    
    real    0m0.084s
    user    0m0.015s
    sys     0m0.015s
    bash-3.1$ time java -cp bin Sort bubble
    
    real    0m0.115s
    user    0m0.000s
    sys     0m0.000s
    

    where the infrastructure to run the three tests is:

    private static int[] data () {
        return new int[] { ... the same data as in the OP ... };
    }
    
    public static void main(String[] args) {
        if ( args.length == 0 || args [ 0 ].equals ( "bubble" ) ) {
            for ( int i = 0; i < 1000; ++i ) {
                int[] data = data();
                bubbleSort ( data );
            }
        } else if ( args [ 0 ].equals ( "none" ) ) {
            for ( int i = 0; i < 1000; ++i ) {
                int[] data = data();
            }
        } else if ( args [ 0 ].equals ( "quick" ) ) {
            for ( int i = 0; i < 1000; ++i ) {
                int[] data = data();
                quickSort( data, 0, data.length-1 );
            }
        } else if ( args [ 0 ].equals ( "quick_op" ) ) {
            for ( int i = 0; i < 1000; ++i ) {
                int[] data = data();
                quickSort_op( data, 0, data.length-1 );
            }
        }
    }
    

    So a correctly implemented quick sort takes ~5μs to sort the data, and your bubble sort takes ~36μs to sort the data. The quick sort algorithm performs better than bubble sort for this data.

    Moving the recursive call outside the loop means your code sorts the array ( though I haven't checked if there is any other flaw in it ), with the following result:

    bash-3.1$ time java -cp bin Sort op_quick
    
    real    0m0.108s
    user    0m0.015s
    sys     0m0.015s
    

    Which is still faster than the bubble sort, but not as quick as the other implementation - I think you may be overlapping j and i and visiting parts of the array more than once.