Like Merge Sort, QuickSort is a Divide and Conquer algorithm. It picks an element as pivot and partitions the given array around the picked pivot. There are many different versions of quickSort that pick pivot in different ways.
- Always pick first element as pivot.
- Always pick last element as pivot (implemented below)
- Pick a random element as pivot.
- Pick median as pivot.
The key process in quickSort is partition(). Target of partitions is, given an array and an element x of array as pivot, put x at its correct position in sorted array and put all smaller elements (smaller than x) before x, and put all greater elements (greater than x) after x. All this should be done in linear time. Pseudo Code for recursive QuickSort function :
/* low --> Starting index, high --> Ending index */
quickSort(arr[], low, high)
{
if (low < high)
{
/* pi is partitioning index, arr[p] is now
at right place */
pi = partition(arr, low, high);
quickSort(arr, low, pi - 1); // Before pi
quickSort(arr, pi + 1, high); // After pi
}
}
Java
class QuickSort
{
int partition( int arr[], int low, int high)
{
int pivot = arr[high];
int i = (low- 1 );
for ( int j=low; j<high; j++)
{
if (arr[j] <= pivot)
{
i++;
int temp = arr[i];
arr[i] = arr[j];
arr[j] = temp;
}
}
int temp = arr[i+ 1 ];
arr[i+ 1 ] = arr[high];
arr[high] = temp;
return i+ 1 ;
}
void sort( int arr[], int low, int high)
{
if (low < high)
{
int pi = partition(arr, low, high);
sort(arr, low, pi- 1 );
sort(arr, pi+ 1 , high);
}
}
static void printArray( int arr[])
{
int n = arr.length;
for ( int i= 0 ; i<n; ++i)
System.out.print(arr[i]+" ");
System.out.println();
}
public static void main(String args[])
{
int arr[] = { 10 , 7 , 8 , 9 , 1 , 5 };
int n = arr.length;
QuickSort ob = new QuickSort();
ob.sort(arr, 0 , n- 1 );
System.out.println("sorted array");
printArray(arr);
}
}
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Time Complexity: Worst case time complexity is O(N2) and average case time complexity is O(N logN)
Auxiliary Space: O(1)
Please refer complete article on QuickSort for more details!
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