C++ Program for Bitonic Sort

Bitonic Sequence

A sequence is called Bitonic if it is first increasing, then decreasing. In other words, an array arr[0..n-i] is Bitonic if there exists an index i where 0<=i<=n-1 such that

x0 <= x1 …..<= xi  and  xi >= xi+1….. >= xn-1 
  1. A sequence, sorted in increasing order is considered Bitonic with the decreasing part as empty. Similarly, decreasing order sequence is considered Bitonic with the increasing part as empty.
  2. A rotation of Bitonic Sequence is also bitonic.

Bitonic Sorting



It mainly involves two steps.

  1. Forming a bitonic sequence (discussed above in detail). After this step we reach the fourth stage in below diagram, i.e., the array becomes {3, 4, 7, 8, 6, 5, 2, 1}
  2. Creating one sorted sequence from bitonic sequence : After first step, first half is sorted in increasing order and second half in decreasing order.
    We compare first element of first half with first element of second half, then second element of first half with second element of second and so on. We exchange elements if an element of first half is smaller.
    After above compare and exchange steps, we get two bitonic sequences in array. See fifth stage in below diagram. In the fifth stage, we have {3, 4, 2, 1, 6, 5, 7, 8}. If we take a closer look at the elements, we can notice that there are two bitonic sequences of length n/2 such that all elements in first bitnic sequence {3, 4, 2, 1} are smaller than all elements of second bitonic sequence {6, 5, 7, 8}.
    We repeat the same process within two bitonic sequences and we get four bitonic sequences of length n/4 such that all elements of leftmost bitonic sequence are smaller and all elements of rightmost. See sixth stage in below diagram, arrays is {2, 1, 3, 4, 6, 5, 7, 8}.
    If we repeat this process one more time we get 8 bitonic sequences of size n/8 which is 1. Since all these bitonic sequence are sorted and every bitonic sequence has one element, we get the sorted array.
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/* C++ Program for Bitonic Sort. Note that this program
   works only when size of input is a power of 2. */
#include <bits/stdc++.h>
using namespace std;
  
/*The parameter dir indicates the sorting direction, ASCENDING
   or DESCENDING; if (a[i] > a[j]) agrees with the direction,
   then a[i] and a[j] are interchanged.*/
void compAndSwap(int a[], int i, int j, int dir)
{
    if (dir == (a[i] > a[j]))
        swap(a[i], a[j]);
}
  
/*It recursively sorts a bitonic sequence in ascending order,
  if dir = 1, and in descending order otherwise (means dir=0).
  The sequence to be sorted starts at index position low,
  the parameter cnt is the number of elements to be sorted.*/
void bitonicMerge(int a[], int low, int cnt, int dir)
{
    if (cnt > 1) {
        int k = cnt / 2;
        for (int i = low; i < low + k; i++)
            compAndSwap(a, i, i + k, dir);
        bitonicMerge(a, low, k, dir);
        bitonicMerge(a, low + k, k, dir);
    }
}
  
/* This function first produces a bitonic sequence by recursively
    sorting its two halves in opposite sorting orders, and then
    calls bitonicMerge to make them in the same order */
void bitonicSort(int a[], int low, int cnt, int dir)
{
    if (cnt > 1) {
        int k = cnt / 2;
  
        // sort in ascending order since dir here is 1
        bitonicSort(a, low, k, 1);
  
        // sort in descending order since dir here is 0
        bitonicSort(a, low + k, k, 0);
  
        // Will merge wole sequence in ascending order
        // since dir=1.
        bitonicMerge(a, low, cnt, dir);
    }
}
  
/* Caller of bitonicSort for sorting the entire array of
   length N in ASCENDING order */
void sort(int a[], int N, int up)
{
    bitonicSort(a, 0, N, up);
}
  
// Driver code
int main()
{
    int a[] = { 3, 7, 4, 8, 6, 2, 1, 5 };
    int N = sizeof(a) / sizeof(a[0]);
  
    int up = 1; // means sort in ascending order
    sort(a, N, up);
  
    printf("Sorted array: \n");
    for (int i = 0; i < N; i++)
        printf("%d ", a[i]);
    return 0;
}

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Output:

Sorted array: 
1 2 3 4 5 6 7 8

Please refer complete article on Bitonic Sort for more details!



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