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# Find a number such that maximum in array is minimum possible after XOR

Given an array of non-negative integers. Choose an integer P and take XOR of P with all elements of the array. The task is to choose P such that the maximum value of the array is minimum possible after performing XOR of all elements of the array with P.

Examples:

Input: arr = {3, 2, 1}
Output:
Explanation:
We can choose P = 3 such that after taking XOR the maximum element is minimum possible.
After taking exclusive-OR arr = {0, 1, 2}
2 is minimum possible value.
Input: arr = {5, 1}
Output: 4

Approach:

• We can solve this problem recursively starting from the most significant bit.
• Split the elements into two groups, one with the elements which have the current bit on (1) and one with the elements which have the current bit off (0).
• If either group is empty, we can assign the current bit of P accordingly so that we have the current bit off in our answer.
• Otherwise, If both groups aren’t empty, so whatever value we assign to the current bit of P, we will have this bit on(1) in our answer.
• Now, To decide which value to assign to the current bit of P, we will recursively call for each of the groups for the next bit and return the minimum of both.

Below is the implementation of the above approach:

## C++

 `// C++ program that find the minimum``// possible maximum``#include ``using` `namespace` `std;` `// Recursive function that find the``//  minimum value after exclusive-OR``int` `RecursiveFunction(vector<``int``> ref,``                      ``int` `bit)``{``    ``// Condition if ref size is zero or``    ``// bit is negative then return 0``    ``if` `(ref.size() == 0 || bit < 0)``        ``return` `0;` `    ``vector<``int``> curr_on, curr_off;` `    ``for` `(``int` `i = 0; i < ref.size(); i++)``    ``{``        ``// Condition if current bit is``        ``// off then push current value``        ``// in curr_off vector``        ``if` `(((ref[i] >> bit) & 1) == 0)``            ``curr_off.push_back(ref[i]);``        ` `        ``// Condition if current bit is on``        ``// then push current value in``        ``// curr_on vector``        ``else``            ``curr_on.push_back(ref[i]);``    ``}` `    ``// Condition if curr_off is empty``    ``// then call recursive function``    ``// on curr_on vector``    ``if` `(curr_off.size() == 0)``        ``return` `RecursiveFunction(curr_on,``                                 ``bit - 1);` `    ``// Condition if curr_on is empty``    ``// then call recursive function``    ``// on curr_off vector``    ``if` `(curr_on.size() == 0)``        ``return` `RecursiveFunction(curr_off,``                                 ``bit - 1);` `    ``// Return the minimum of curr_off and ``    ``// curr_on and add power of 2 of``    ``// current bit``    ``return` `min(RecursiveFunction(curr_off,``                                 ``bit - 1),``               ``RecursiveFunction(curr_on,``                                 ``bit - 1))``           ``+ (1 << bit);``}` `// Function that print the minimum``// value after exclusive-OR``void` `PrintMinimum(``int` `a[], ``int` `n)``{``    ``vector<``int``> v;` `    ``// Pushing values in vector``    ``for` `(``int` `i = 0; i < n; i++)``        ``v.push_back(a[i]);` `    ``// Printing answer``    ``cout << RecursiveFunction(v, 30)``         ``<< ``"\n"``;``}` `// Driver Code``int` `main()``{``    ``int` `arr[] = { 3, 2, 1 };` `    ``int` `size = ``sizeof``(arr) / ``sizeof``(arr);` `    ``PrintMinimum(arr, size);` `    ``return` `0;``}`

## Java

 `// Java program that find the minimum``// possible maximum``import` `java.util.*;` `class` `GFG{` `// Recursive function that find the``// minimum value after exclusive-OR``static` `int` `RecursiveFunction(ArrayList ref,``                             ``int` `bit)``{``    ` `    ``// Condition if ref size is zero or``    ``// bit is negative then return 0``    ``if` `(ref.size() == ``0` `|| bit < ``0``)``        ``return` `0``;` `    ``ArrayList curr_on = ``new` `ArrayList<>();``    ``ArrayList curr_off = ``new` `ArrayList<>();` `    ``for``(``int` `i = ``0``; i < ref.size(); i++)``    ``{``        ` `        ``// Condition if current bit is``        ``// off then push current value``        ``// in curr_off vector``        ``if` `(((ref.get(i) >> bit) & ``1``) == ``0``)``            ``curr_off.add(ref.get(i));` `        ``// Condition if current bit is on``        ``// then push current value in``        ``// curr_on vector``        ``else``            ``curr_on.add(ref.get(i));``    ``}` `    ``// Condition if curr_off is empty``    ``// then call recursive function``    ``// on curr_on vector``    ``if` `(curr_off.size() == ``0``)``        ``return` `RecursiveFunction(curr_on, bit - ``1``);` `    ``// Condition if curr_on is empty``    ``// then call recursive function``    ``// on curr_off vector``    ``if` `(curr_on.size() == ``0``)``        ``return` `RecursiveFunction(curr_off, bit - ``1``);` `    ``// Return the minimum of curr_off and``    ``// curr_on and add power of 2 of``    ``// current bit``    ``return` `Math.min(RecursiveFunction(curr_off,``                                      ``bit - ``1``),``                    ``RecursiveFunction(curr_on,``                                      ``bit - ``1``)) +``                                     ``(``1` `<< bit);``}` `// Function that print the minimum``// value after exclusive-OR``static` `void` `PrintMinimum(``int` `a[], ``int` `n)``{``    ``ArrayList v = ``new` `ArrayList<>();` `    ``// Pushing values in vector``    ``for``(``int` `i = ``0``; i < n; i++)``        ``v.add(a[i]);` `    ``// Printing answer``    ``System.out.println(RecursiveFunction(v, ``30``));``}` `// Driver Code``public` `static` `void` `main(String[] args)``{``    ``int` `arr[] = { ``3``, ``2``, ``1` `};``    ``int` `size = arr.length;` `    ``PrintMinimum(arr, size);``}``}` `// This code is contributed by jrishabh99`

## Python3

 `# Python3 program that find``# the minimum  possible maximum` `# Recursive function that find the``#  minimum value after exclusive-OR``def` `RecursiveFunction(ref, bit):` `    ``# Condition if ref size is zero or``    ``# bit is negative then return 0``    ``if``(``len``(ref) ``=``=` `0` `or` `bit < ``0``):``        ``return` `0``;``    ``curr_on ``=` `[]``    ``curr_off ``=` `[]` `    ``for` `i ``in` `range``(``len``(ref)):``      ` `        ``# Condition if current bit is ``        ``# off then push current value ``        ``# in curr_off vector``        ``if``(((ref[i] >> bit) & ``1``) ``=``=` `0``):``            ``curr_off.append(ref[i])` `        ``# Condition if current bit is on ``        ``# then push current value in ``        ``# curr_on vector``        ``else``:``            ``curr_on.append(ref[i])` `    ``# Condition if curr_off is empty``    ``# then call recursive function``    ``# on curr_on vector``    ``if``(``len``(curr_off) ``=``=` `0``):``        ``return` `RecursiveFunction(curr_on,``                                 ``bit ``-` `1``)` `    ``# Condition if curr_on is empty``    ``# then call recursive function``    ``# on curr_off vector``    ``if``(``len``(curr_on) ``=``=` `0``):``        ``return` `RecursiveFunction(curr_off,``                                 ``bit ``-` `1``)` `    ``# Return the minimum of curr_off and  ``    ``# curr_on and add power of 2 of``    ``# current bit``    ``return``(``min``(RecursiveFunction(curr_off,``                                 ``bit ``-` `1``),``               ``RecursiveFunction(curr_on,``                                 ``bit ``-` `1``)) ``+` `(``1` `<< bit))` `# Function that print the minimum``# value after exclusive-OR``def` `PrintMinimum(a, n):``    ``v ``=` `[]` `    ``# Pushing values in vector``    ``for` `i ``in` `range``(n):``        ``v.append(a[i])` `    ``# Printing answer``    ``print``(RecursiveFunction(v, ``30``))` `# Driver Code``arr ``=` `[``3``, ``2``, ``1``]``size ``=` `len``(arr)``PrintMinimum(arr, size)` `#This code is contributed by avanitrachhadiya2155`

## C#

 `// C# program that find the minimum``// possible maximum``using` `System;``using` `System.Collections.Generic;` `class` `GFG{` `// Recursive function that find the``// minimum value after exclusive-OR``static` `int` `RecursiveFunction(List<``int``> re,``                             ``int` `bit)``{``    ` `    ``// Condition if ref size is zero or``    ``// bit is negative then return 0``    ``if` `(re.Count == 0 || bit < 0)``        ``return` `0;` `    ``List<``int``> curr_on = ``new` `List<``int``>();``    ``List<``int``> curr_off = ``new` `List<``int``>();` `    ``for``(``int` `i = 0; i < re.Count; i++)``    ``{``        ` `        ``// Condition if current bit is``        ``// off then push current value``        ``// in curr_off vector``        ``if` `(((re[i] >> bit) & 1) == 0)``            ``curr_off.Add(re[i]);` `        ``// Condition if current bit is on``        ``// then push current value in``        ``// curr_on vector``        ``else``            ``curr_on.Add(re[i]);``    ``}` `    ``// Condition if curr_off is empty``    ``// then call recursive function``    ``// on curr_on vector``    ``if` `(curr_off.Count == 0)``        ``return` `RecursiveFunction(curr_on,``                                 ``bit - 1);` `    ``// Condition if curr_on is empty``    ``// then call recursive function``    ``// on curr_off vector``    ``if` `(curr_on.Count == 0)``        ``return` `RecursiveFunction(curr_off,``                                 ``bit - 1);` `    ``// Return the minimum of curr_off and``    ``// curr_on and add power of 2 of``    ``// current bit``    ``return` `Math.Min(RecursiveFunction(curr_off,``                                      ``bit - 1),``                    ``RecursiveFunction(curr_on,``                                      ``bit - 1)) +``                                     ``(1 << bit);``}` `// Function that print the minimum``// value after exclusive-OR``static` `void` `PrintMinimum(``int` `[]a, ``int` `n)``{``    ``List<``int``> v = ``new` `List<``int``>();` `    ``// Pushing values in vector``    ``for``(``int` `i = 0; i < n; i++)``        ``v.Add(a[i]);` `    ``// Printing answer``    ``Console.WriteLine(RecursiveFunction(v, 30));``}` `// Driver Code``public` `static` `void` `Main(String[] args)``{``    ``int` `[]arr = { 3, 2, 1 };``    ``int` `size = arr.Length;` `    ``PrintMinimum(arr, size);``}``}` `// This code is contributed by Amit Katiyar`

## Javascript

 ``

Output:

`2`

Time Complexity: O(N)

Auxiliary Space: O(N)

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