Reduce Binary Array by replacing both 0s or both 1s pair with 0 and 10 or 01 pair with 1

Given a binary array arr[] of size N, the task is to find the last number remaining in the array after performing a set of operations. In each operation, select any two numbers and perform the following:

• If both numbers are the same, remove them from the array and insert a 0.
• If both numbers are different, remove both of them and insert a 1.

Example:

Input: arr[]={0, 0, 1}
Output: 1
Explanation: There are two possible sequence of operations as follows:

• arr[] = {0, 0, 1}, delete (0, 1) and insert 0 => arr[] = {0, 0}, delete (0, 0) and insert 1=> arr[] = {1}.
• arr[] = {0, 0, 1}, delete (0, 0) and insert 0 => arr[] = {0, 1}, delete (0, 1) and insert 1=> arr[] = {1}.

Hence the remaining element is 1.

Input: arr[]={1, 0, 0, 0, 1}
Output: 0

Approach: The given problem can be solved based on the following observations:

• 2 same numbers are getting replaced by a 0.
• 2 different numbers are getting replaced by a 1.

Now, the creating a table for each outcome:

Upon careful observation of the above table, it can be noticed that the table represents the bitwise XOR operation. Hence, the remaining integer will be equal to the bitwise XOR of the given array elements which can be further simplified as if the frequency of 1 is even, the result is 0, otherwise, it’s 1.

Below is the implementation of the above approach.

C++

// C++ program of the above approach
#include <bits/stdc++.h>
using namespace std;

// Function to find last remaining
// integer in the given array
int lastNumber(vector<int>& arr)
{

    // Variable to store the
    // frequency of 1
    int one = 0;

    // Loop to iterate the
    // given array
    for (int x : arr) {
        if (x == 1) {
            one += 1;
        }
    }

    // If frequency of 1 is even
    if (one % 2 == 0)
        return 0;

    // If frequency of 1 is odd
    return 1;
}

// Driver Code
int main()
{
    vector<int> arr = { 1, 0, 0, 0, 1 };
    cout << lastNumber(arr);
}

Java

// Java program of the above approach
import java.util.ArrayList;
class GFG {

  // Function to find last remaining
  // integer in the given array
  static Integer lastNumber(ArrayList<Integer> arr)
  {

    // Variable to store the
    // frequency of 1
    int one = 0;

    // Loop to iterate the
    // given array
    for (int x : arr) {
      if (x == 1) {
        one += 1;
      }
    }

    // If frequency of 1 is even
    if (one % 2 == 0)
      return 0;

    // If frequency of 1 is odd
    return 1;
  }

  // Driver Code
  public static void main(String args[]) {
    ArrayList<Integer> arr = new ArrayList<Integer>();
    arr.add(1);
    arr.add(0);
    arr.add(0);
    arr.add(0);
    arr.add(1);

    System.out.println(lastNumber(arr));
  }
}

// This code is contributed by gfgking

Python3

# python program of the above approach

# Function to find last remaining
# integer in the given array
def lastNumber(arr):

    # Variable to store the
    # frequency of 1
    one = 0

    # Loop to iterate the
    # given array
    for x in arr:
        if (x == 1):
            one += 1

    # If frequency of 1 is even
    if (one % 2 == 0):
        return 0

    # If frequency of 1 is odd
    return 1

# Driver Code
if __name__ == "__main__":

    arr = [1, 0, 0, 0, 1]
    print(lastNumber(arr))

# This code is contributed by rakeshsahni

C#

// C# program of the above approach
using System;
using System.Collections.Generic;

class GFG{

// Function to find last remaining
// integer in the given array
static int lastNumber(List<int> arr)
{

    // Variable to store the
    // frequency of 1
    int one = 0;

    // Loop to iterate the
    // given array
    foreach(int x in arr)
    {
        if (x == 1)
        {
            one += 1;
        }
    }

    // If frequency of 1 is even
    if (one % 2 == 0)
        return 0;

    // If frequency of 1 is odd
    return 1;
}

// Driver Code
public static void Main()
{
    List<int> arr = new List<int>(){ 1, 0, 0, 0, 1 };

    Console.WriteLine(lastNumber(arr));
}
}

// This code is contributed by ukasp

Javascript

<script>
      // JavaScript code for the above approach


      // Function to find last remaining
      // integer in the given array
      function lastNumber(arr) {

          // Variable to store the
          // frequency of 1
          let one = 0;

          // Loop to iterate the
          // given array
          for (let x of arr) {
              if (x == 1) {
                  one += 1;
              }
          }

          // If frequency of 1 is even
          if (one % 2 == 0)
              return 0;

          // If frequency of 1 is odd
          return 1;
      }

      // Driver Code

      let arr = [1, 0, 0, 0, 1];
      document.write(lastNumber(arr));

// This code is contributed by Potta Lokesh
  </script>

Output

0

Time Complexity: O(N)
Auxiliary Space: O(1)

Dynamic Approach:

1. Create a dynamic programming table dp of size N x N, where N is the size of the input array arr[]. Each element dp[i][j] represents the last number remaining in the subarray starting from index i to index j.
2. Initialize the diagonal elements of the dp table to the corresponding elements of the input array arr[].
3. Traverse the subarrays of arr[] in a bottom-up manner, starting from smaller subarrays and building up to the larger subarrays.
4. For each subarray, calculate the value of dp[i][i+len-1] using the following rules:

               * If arr[i] == arr[i+len-1], set dp[i][i+len-1] to 0.
               * If arr[i] != arr[i+len-1], set dp[i][i+len-1] to 1.

       5. After completing the traversal, the remaining element in the entire array is stored in dp[0][N-1], which represents the                  last number remaining after performing all the operations.

       6. Return the value in dp[0][N-1] as the last remaining number.

Below is the implementation of the above approach:

C++

#include <iostream>
#include <vector>

using namespace std;

int lastRemainingNumber(vector<int>& arr) {
    int n = arr.size();
    vector<vector<int>> dp(n, vector<int>(n, 0));

    // Initialize diagonal elements
    for (int i = 0; i < n; i++) {
        dp[i][i] = arr[i];
    }

    // Calculate remaining element for each subarray
    for (int len = 2; len <= n; len++) {
        for (int i = 0; i <= n - len; i++) {
            int j = i + len - 1;

            if (arr[i] == arr[j]) {
                // If both numbers are the same, set the remaining element to 0
                dp[i][j] = 0;
            } else {
                // If both numbers are different, set the remaining element to 1
                dp[i][j] = 1;
            }
        }
    }

    return dp[0][n - 1];
}

int main() {
    vector<int> arr = {0, 0, 1};
    int result = lastRemainingNumber(arr);
    cout<< result << endl;

    return 0;
}

Java

import java.util.Arrays;
import java.util.Scanner;

public class GFG {

    public static int lastRemainingNumber(int[] arr) {
        int n = arr.length;
        int[][] dp = new int[n][n];

        // Initialize diagonal elements
        for (int i = 0; i < n; i++) {
            dp[i][i] = arr[i];
        }

        // Calculate remaining element for each subarray
        for (int len = 2; len <= n; len++) {
            for (int i = 0; i <= n - len; i++) {
                int j = i + len - 1;

                if (arr[i] == arr[j]) {
                    // If both numbers are the same, set the remaining element to 0
                    dp[i][j] = 0;
                } else {
                    // If both numbers are different, set the remaining element to 1
                    dp[i][j] = 1;
                }
            }
        }

        return dp[0][n - 1];
    }

    public static void main(String[] args) {
        Scanner scanner = new Scanner(System.in);

        int[] arr = {0, 0, 1};
        int result = lastRemainingNumber(arr);
        System.out.println(result);

    }
}

Python3

def lastRemainingNumber(arr):
    n = len(arr)
    dp = [[0] * n for _ in range(n)]

    # Initialize diagonal elements
    for i in range(n):
        dp[i][i] = arr[i]

    # Calculate remaining element for each subarray
    for length in range(2, n + 1):
        for i in range(n - length + 1):
            j = i + length - 1

            if arr[i] == arr[j]:
                # If both numbers are the same, set the remaining element to 0
                dp[i][j] = 0
            else:
                # If both numbers are different, set the remaining element to 1
                dp[i][j] = 1

    return dp[0][n - 1]

if __name__ == "__main__":
    arr = [0, 0, 1]
    result = lastRemainingNumber(arr)
    print(result)

C#

using System;

class Program
{
    static int LastRemainingNumber(int[] arr)
    {
        int n = arr.Length;
        int[,] dp = new int[n, n];

        // Initialize diagonal elements
        for (int i = 0; i < n; i++)
        {
            dp[i, i] = arr[i];
        }

        // Calculate remaining element for each subarray
        for (int len = 2; len <= n; len++)
        {
            for (int i = 0; i <= n - len; i++)
            {
                int j = i + len - 1;

                if (arr[i] == arr[j])
                {
                    // If both numbers are the same, set the remaining element to 0
                    dp[i, j] = 0;
                }
                else
                {
                    // If both numbers are different, set the remaining element to 1
                    dp[i, j] = 1;
                }
            }
        }

        return dp[0, n - 1];
    }

    static void Main()
    {
        int[] arr = { 0, 0, 1 };
        int result = LastRemainingNumber(arr);
        Console.WriteLine(result);
    }
}

Javascript

function lastRemainingNumber(arr) {
    const n = arr.length;
    const dp = new Array(n).fill(null).map(() => new Array(n).fill(0));

    // Initialize diagonal elements
    for (let i = 0; i < n; i++) {
        dp[i][i] = arr[i];
    }

    // Calculate remaining element for each subarray
    for (let len = 2; len <= n; len++) {
        for (let i = 0; i <= n - len; i++) {
            const j = i + len - 1;

            if (arr[i] === arr[j]) {
                // If both numbers are the same, set the remaining element to 0
                dp[i][j] = 0;
            } else {
                // If both numbers are different, set the remaining element to 1
                dp[i][j] = 1;
            }
        }
    }

    return dp[0][n - 1];
}

// Main function
const arr = [0, 0, 1];
const result = lastRemainingNumber(arr);
console.log(result); // Print the result to the console

Output

1

Time Complexity: O(N^2)

Auxiliary Space: O(N^2)