Heap's Algorithm for generating permutations
Last Updated : 14 Dec, 2022
Heap's algorithm is used to generate all permutations of n objects. The idea is to generate each permutation from the previous permutation by choosing a pair of elements to interchange, without disturbing the other n-2 elements.
Following is the illustration of generating all the permutations of n given numbers.
Example:
Input: 1 2 3 Output: 1 2 3 2 1 3 3 1 2 1 3 2 2 3 1 3 2 1
Algorithm:
- The algorithm generates (n-1)! permutations of the first n-1 elements, adjoining the last element to each of these. This will generate all of the permutations that end with the last element.
- If n is odd, swap the first and last element and if n is even, then swap the ith element (i is the counter starting from 0) and the last element and repeat the above algorithm till i is less than n.
- In each iteration, the algorithm will produce all the permutations that end with the current last element.
Implementation:
C++ // C++ program to print all permutations using // Heap's algorithm #include <bits/stdc++.h> using namespace std; // Prints the array void printArr(int a[], int n) { for (int i = 0; i < n; i++) cout << a[i] << " "; printf("\n"); } // Generating permutation using Heap Algorithm void heapPermutation(int a[], int size, int n) { // if size becomes 1 then prints the obtained // permutation if (size == 1) { printArr(a, n); return; } for (int i = 0; i < size; i++) { heapPermutation(a, size - 1, n); // if size is odd, swap 0th i.e (first) and // (size-1)th i.e (last) element if (size % 2 == 1) swap(a[0], a[size - 1]); // If size is even, swap ith and // (size-1)th i.e (last) element else swap(a[i], a[size - 1]); } } // Driver code int main() { int a[] = { 1, 2, 3 }; int n = sizeof a / sizeof a[0]; heapPermutation(a, n, n); return 0; } Java // Java program to print all permutations using // Heap's algorithm import java.io.*; class HeapAlgo { // Prints the array void printArr(int a[], int n) { for (int i = 0; i < n; i++) System.out.print(a[i] + " "); System.out.println(); } // Generating permutation using Heap Algorithm void heapPermutation(int a[], int size, int n) { // if size becomes 1 then prints the obtained // permutation if (size == 1) printArr(a, n); for (int i = 0; i < size; i++) { heapPermutation(a, size - 1, n); // if size is odd, swap 0th i.e (first) and // (size-1)th i.e (last) element if (size % 2 == 1) { int temp = a[0]; a[0] = a[size - 1]; a[size - 1] = temp; } // If size is even, swap ith // and (size-1)th i.e last element else { int temp = a[i]; a[i] = a[size - 1]; a[size - 1] = temp; } } } // Driver code public static void main(String args[]) { HeapAlgo obj = new HeapAlgo(); int a[] = { 1, 2, 3 }; obj.heapPermutation(a, a.length, a.length); } } // This code has been contributed by Amit Khandelwal. Python3 # Python program to print all permutations using # Heap's algorithm # Generating permutation using Heap Algorithm def heapPermutation(a, size): # if size becomes 1 then prints the obtained # permutation if size == 1: print(a) return for i in range(size): heapPermutation(a, size-1) # if size is odd, swap 0th i.e (first) # and (size-1)th i.e (last) element # else If size is even, swap ith # and (size-1)th i.e (last) element if size & 1: a[0], a[size-1] = a[size-1], a[0] else: a[i], a[size-1] = a[size-1], a[i] # Driver code a = [1, 2, 3] n = len(a) heapPermutation(a, n) # This code is contributed by ankush_953 # This code was cleaned up to by more pythonic by glubs9
C# // C# program to print all permutations using // Heap's algorithm using System; public class GFG { // Prints the array static void printArr(int[] a, int n) { for (int i = 0; i < n; i++) Console.Write(a[i] + " "); Console.WriteLine(); } // Generating permutation using Heap Algorithm static void heapPermutation(int[] a, int size, int n) { // if size becomes 1 then prints the obtained // permutation if (size == 1) printArr(a, n); for (int i = 0; i < size; i++) { heapPermutation(a, size - 1, n); // if size is odd, swap 0th i.e (first) and // (size-1)th i.e (last) element if (size % 2 == 1) { int temp = a[0]; a[0] = a[size - 1]; a[size - 1] = temp; } // If size is even, swap ith and // (size-1)th i.e (last) element else { int temp = a[i]; a[i] = a[size - 1]; a[size - 1] = temp; } } } // Driver code public static void Main() { int[] a = { 1, 2, 3 }; heapPermutation(a, a.Length, a.Length); } } /* This Java code is contributed by 29AjayKumar*/ JavaScript <script> // JavaScript program to print all permutations using // Heap's algorithm // Prints the array function printArr(a,n) { document.write(a.join(" ")+"<br>"); } // Generating permutation using Heap Algorithm function heapPermutation(a,size,n) { // if size becomes 1 then prints the obtained // permutation if (size == 1) printArr(a, n); for (let i = 0; i < size; i++) { heapPermutation(a, size - 1, n); // if size is odd, swap 0th i.e (first) and // (size-1)th i.e (last) element if (size % 2 == 1) { let temp = a[0]; a[0] = a[size - 1]; a[size - 1] = temp; } // If size is even, swap ith // and (size-1)th i.e last element else { let temp = a[i]; a[i] = a[size - 1]; a[size - 1] = temp; } } } // Driver code let a=[1, 2, 3]; heapPermutation(a, a.length, a.length); // This code is contributed by rag2127 </script> Output1 2 3 2 1 3 3 1 2 1 3 2 2 3 1 3 2 1
Time Complexity: O(N*N!), where N is the size of the given array.
Auxiliary Space: O(N), for recursive stack space of size N.
References:
1. "https://en.wikipedia.org/wiki/Heap%27s_algorithm#cite_note-3
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