Minimum bitwise operations to convert given a into b.

Given two positive integer a and b you have to change a to b by applying any of the three operations on binary form of a. You can select ai and aj (any two bits where i!=j) from binary form of a and then perform operation as:
- AND operation as : temp = ai & aj, ai = temp & ai, aj = temp & aj
- OR operation as : temp = ai | aj, ai = temp | ai, aj = temp | aj
- XOR operation as : temp = ai ^ aj, ai = temp ^ ai, aj = temp ^ aj
where & = bitwise AND, | = bitwise OR and ^ = bitwise XOR.
Find the minimum operation required for conversion of a to b. Also, if conversion of a to b is not possible then print -1.
Examples:
Input : a = 12 (1100), b = 10 (1010) Output : 1 Explanation : select a2 and a3 and perform XOR Input : a = 15 (1111), b = 10 (1010) Output : -1 Explanation : Conversion from a to b is not possible
Explanation : First of all let’s understand the working of all three operation.
- AND operation as : temp = ai & aj, ai = temp & ai, aj = temp & aj If any of ai or aj is 0 then it makes both as 0 otherwise no effect on ai and aj.
- OR operation as : temp = ai | aj, ai = temp | ai, aj = temp | aj If any of ai or aj is 1 then it makes both as 1 otherwise no effect on ai and aj.
- XOR operation as : temp = ai ^ aj, ai = temp ^ ai, aj = temp ^ aj Simply interchange value of ai and aj.
Some conclusion on basis of working of operations :
- If all bits of a are 1 or 0 then we can not change value of a.
- If a equals to b then no operation required.
- Let n be number of indices i, where ai = 0 and bi = 1.
Let m be number of indices i, where ai = 1 and bi = 0.
Let us think about the n elements, where ai = 0 and bi = 1. We have to change all of these zeros into ones. Note that this will require at least n operations.
Similarly for all the m elements, where ai = 1 and bi = 0. We have to change all of these ones into zeros. Note that this will require at least m operations.
Let res = max(n, m). We can make the a and b equal in res operations as follows.
Let n >= m. Take m 1’s and n 0’s in A and apply the XOR operation to swap 0’s with 1’s. After that you will be left with total n-m zeros elements to change to one. That you can do by taking each of these zeros with some single one and applying the OR operation.
Let m >= n. Take m 1’s and n 0’s in A and apply the XOR operation to swap 0’s with 1’s. After that you will be left with total m-n ones elements to change to zero. That you can do by taking each of these ones with some single zero and applying the OR operation.
CPP
// Cpp program to find min operation to convert a to#include <bits/stdc++.h>using namespace std;// function to return min operationint minOp(bitset<32> a1, bitset<32> b1){ // if a1 == b1 return 0 if (a1 == b1) return 0; // if all bits of a = 0 if (a1 == 0) return -1; // if all bits of a =1 // first convert a1 to int and then call a1 & a1+1 if (((int)a1.to_ulong() & ((int)a1.to_ulong() + 1)) == 0) return -1; // convert a and b to binary string string a = a1.to_string(); string b = b1.to_string(); // check where ai and bi are different // and count n where ai = 1 and m where ai = 0 int n = 0, m = 0; for (int i = 0; i < b.size(); i++) { if (b[i] != a[i]) { if (a[i] == '1') n++; else m++; } } // return result return max(n, m);}// driver programint main(){ bitset<32> a = 14, b = 1; cout << minOp(a, b); return 0;} |
Java
// Java program to find min operation to convert a toimport java.util.*;class GFG { static String leftPad(String input, int length, String fill) { String pad = String.format("%" + length + "s", "") .replace(" ", fill) + input.trim(); return pad.substring(pad.length() - length, pad.length()); } // Function to return min operation static int minOp(int a, int b) { String a1 = leftPad((Integer.toBinaryString(a)), 32, "0"); String b1 = leftPad((Integer.toBinaryString(b)), 32, "0"); // if a1 == b1 return 0 if (a1 == b1) return 0; // if all bits of a = 0 if (Integer.parseInt(a1, 2) == 0) return -1; // if all bits of a =1 // first convert a1 to int and then call a1 & // a1+1 if ((Integer.parseInt(a1, 2) & (Integer.parseInt(a1, 2) + 1)) == 0) return -1; // convert a and b to binary string // check where ai and bi are different // and count n where ai = 1 and m where ai = 0 int n = 0; int m = 0; for (int i = 0; i < b1.length(); i++) { if (b1.charAt(i) != a1.charAt(i)) { if (a1.charAt(i) == '1') n += 1; else m += 1; } } // return result return Math.max(n, m); } // Driver program public static void main(String[] args) { int a = 14; int b = 1; System.out.print(minOp(a, b)); }}// This code is contributed by phasing17 |
Python3
#Python3 program to find min operation to convert a to # function to return min operation def minOp(a1, b1): a1 = bin(a1)[2::].zfill(32) b1 = bin(b1)[2::].zfill(32) # if a1 == b1 return 0 if (a1 == b1): return 0 # if all bits of a = 0 if (int(a1) == 0): return -1 # if all bits of a =1 # first convert a1 to int and then call a1 & a1+1 if (int(a1) & (int(a1) + 1)) == 0: return -1 # convert a and b to binary string # check where ai and bi are different # and count n where ai = 1 and m where ai = 0 n = 0 m = 0 for i in range(len(b1)): if b1[i] != a1[i]: if a1[i] == '1': n += 1 else: m += 1 # return result return max(n, m)# Driver programa = 14b = 1print(minOp(a, b))#This code is contributed by phasing17 |
C#
// C# program to find min operation to convert a tousing System;class GFG { // Function to return min operation static int minOp(int a, int b) { string a1 = Convert.ToString(a, 2).PadLeft(32, '0'); string b1 = Convert.ToString(b, 2).PadLeft(32, '0'); // if a1 == b1 return 0 if (a1 == b1) return 0; // if all bits of a = 0 if (Convert.ToInt32(a1) == 0) return -1; // if all bits of a =1 // first convert a1 to int and then call a1 & a1+1 if ((Convert.ToInt32(a1) & (Convert.ToInt32(a1) + 1)) == 0) return -1; // convert a and b to binary string // check where ai and bi are different // and count n where ai = 1 and m where ai = 0 var n = 0; var m = 0; for (var i = 0; i < b1.Length; i++) { if (b1[i] != a1[i]) { if (a1[i] == '1') n += 1; else m += 1; } } // return result return Math.Max(n, m); } // Driver program public static void Main(String[] args) { int a = 14; int b = 1; Console.Write(minOp(a, b)); }}// This code is contributed by phasing17 |
Javascript
// JavaScript program to find min operation to convert a to // function to return min operation function minOp(a1, b1){ a1 = a1.toString(2).padStart(32, '0'); b1 = b1.toString(2).padStart(32, '0'); // if a1 == b1 return 0 if (a1 == b1) return 0; // if all bits of a = 0 if (parseInt(a1) == 0) return -1; // if all bits of a =1 // first convert a1 to int and then call a1 & a1+1 if ((parseInt(a1) & (parseInt(a1) + 1)) == 0) return -1 ; // convert a and b to binary string // check where ai and bi are different // and count n where ai = 1 and m where ai = 0 let n = 0; let m = 0; for (var i = 0; i < b1.length; i++) { if (b1[i] != a1[i]) { if (a1[i] == '1') n += 1; else m += 1; } } // return result return Math.max(n, m);}// Driver programlet a = 14;let b = 1;console.log(minOp(a, b));// This code is contributed by phasing17 |
Output:
3
Time Complexity – O(K)
Space Complexity – O(K)
Here, K is a constant.
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