Minimum count of elements required to obtain the given Array by repeated mirror operations

Given an array arr[] consisting of N integers, the task is to find the array K[] of minimum possible length such that after performing multiple mirror operations on K[], the given array arr[] can be obtained.
 

Mirror Operation: Appending all the array elements to the original array in reverse order. 
Illustration: 
arr[] = {1, 2, 3} 
After 1^st mirror operation, arr[] modifies to {1, 2, 3, 3, 2, 1} 
After 2^nd mirror operation, arr[] modifies to {1, 2, 3, 3, 2, 1, 1, 2, 3, 3, 2, 1} 
 

Examples: 
 

Input: N = 6, arr[] = { 1, 2, 3, 3, 2, 1 } 
Output: 3 
Explanation: 
Subarrays {1, 2, 3} and {3, 2, 1} are mirror images of each other. 
Single mirror operation on {1, 2, 3} obtains the given array. 
Therefore, the minimum number of elements required is 3.
Input: N = 8, arr[] = { 1, 2, 2, 1, 1, 2, 2, 1 } 
Output: 2 
Explanation: 
Subarrays {1, 2, 2, 1} and {1, 2, 2, 1} are mirror images of each other. 
Subarray {1, 2} and {2, 1} are mirror images of each other. 
{1, 2} -> {1, 2, 2, 1} -> {1, 2, 2, 1, 1, 2, 2, 1} 
Therefore, the minimum number of elements required is 2. 
 

Naive Approach: 
The simplest approach to solve the problem is to generate all the possible subarrays from the given array of size less than equal to N/2 and, for each subarray, check if performing mirror operation gives the array arr[] or not. Print the minimum length subarray satisfying the condition. If no subarray is found to be satisfying, print No. 
Time Complexity: O(N³) 
Auxiliary Space: O(N)
Efficient Approach: 
The above approach can be further optimized using Divide and Conquer technique. Follow the steps below to solve the problem: 
 

• Initialize a variable K = N and then, check whether the prefix of A[] of length K is a palindrome or not.
• If the prefix of length K is a palindrome then divide K by 2 and perform the above checking.
• If the prefix is not a palindrome then the answer is the current value of K.
• Keep checking while K > 0 until K is odd.
• If K is odd, then print the current value of K.

Below is the implementation of the above approach:
 

// C++ Program to implement
// the above approach
#include <bits/stdc++.h>
using namespace std;

// Function to find minimum number
// of elements required to form A[]
// by performing mirroring operation
int minimumrequired(int A[], int N)
{
    // Initialize K
    int K = N;

    int ans;

    while (K > 0) {

        // Odd length array
        // cannot be formed by
        // mirror operation
        if (K % 2 == 1) {
            ans = K;
            break;
        }

        bool ispalindrome = 1;

        // Check if prefix of
        // length K is palindrome
        for (int i = 0; i < K / 2; i++) {

            // Check if not a palindrome
            if (A[i] != A[K - 1 - i])

                ispalindrome = 0;
        }

        // If found to be palindrome
        if (ispalindrome) {
            ans = K / 2;
            K /= 2;
        }

        // Otherwise
        else {
            ans = K;
            break;
        }
    }

    // Return the final answer
    return ans;
}

// Driver Code
int main()
{
    int a[] = { 1, 2, 2, 1, 1, 2, 2, 1 };
    int N = sizeof a / sizeof a[0];

    cout << minimumrequired(a, N);
    return 0;
}

// Java Program to implement
// the above approach
class GFG{
  
// Function to find minimum number
// of elements required to form A[]
// by performing mirroring operation
static int minimumrequired(int A[], int N)
{
    // Initialize K
    int K = N;
 
    int ans=0;
 
    while (K > 0)
    {
 
        // Odd length array
        // cannot be formed by
        // mirror operation
        if (K % 2 == 1) 
        {
            ans = K;
            break;
        }
 
        int ispalindrome = 1;
 
        // Check if prefix of
        // length K is palindrome
        for (int i = 0; i < K / 2; i++)
        {
 
            // Check if not a palindrome
            if (A[i] != A[K - 1 - i])
 
                ispalindrome = 0;
        }
 
        // If found to be palindrome
        if (ispalindrome == 1)
        {
            ans = K / 2;
            K /= 2;
        }
 
        // Otherwise
        else 
        {
            ans = K;
            break;
        }
    }
 
    // Return the final answer
    return ans;
}
 
// Driver Code
public static void main(String[] args)
{
    int a[] = { 1, 2, 2, 1, 1, 2, 2, 1 };
    int N = a.length;
 
    System.out.println(minimumrequired(a, N));
}
}

// This code is contributed by rock_cool

# Python3 program to implement 
# the above approach 

# Function to find minimum number 
# of elements required to form A[] 
# by performing mirroring operation 
def minimumrequired(A, N):
    
    # Initialize K 
    K = N
    
    while (K > 0):
        
        # Odd length array 
        # cannot be formed by 
        # mirror operation
        if (K % 2) == 1:
            ans = K
            break
        
        ispalindrome = 1
        
        # Check if prefix of 
        # length K is palindrome 
        for i in range(0, K // 2):
            
            # Check if not a palindrome
            if (A[i] != A[K - 1 - i]):
                ispalindrome = 0
                
        # If found to be palindrome 
        if (ispalindrome == 1):
            ans = K // 2
            K = K // 2
            
        # Otherwise
        else:
            ans = K
            break
    
    # Return the final answer 
    return ans

# Driver code
A = [ 1, 2, 2, 1, 1, 2, 2, 1 ]
N = len(A)

print(minimumrequired(A, N))
        
# This code is contributed by VirusBuddah_
        

// C# program to implement
// the above approach
using System;

class GFG{

// Function to find minimum number
// of elements required to form []A
// by performing mirroring operation
static int minimumrequired(int[] A, int N)
{
    
    // Initialize K
    int K = N;

    int ans = 0;

    while (K > 0) 
    {

        // Odd length array
        // cannot be formed by
        // mirror operation
        if (K % 2 == 1) 
        {
            ans = K;
            break;
        }

        int ispalindrome = 1;

        // Check if prefix of
        // length K is palindrome
        for(int i = 0; i < K / 2; i++)
        {

            // Check if not a palindrome
            if (A[i] != A[K - 1 - i])
                ispalindrome = 0;
        }

        // If found to be palindrome
        if (ispalindrome == 1)
        {
            ans = K / 2;
            K /= 2;
        }

        // Otherwise
        else
        {
            ans = K;
            break;
        }
    }

    // Return the readonly answer
    return ans;
}

// Driver Code
public static void Main(String[] args)
{
    int[] a = { 1, 2, 2, 1, 1, 2, 2, 1 };
    int N = a.Length;

    Console.WriteLine(minimumrequired(a, N));
}
}

// This code is contributed by amal kumar choubey

<script>
    // Javascript Program to implement
    // the above approach
    
    // Function to find minimum number
    // of elements required to form A[]
    // by performing mirroring operation
    function minimumrequired(A, N)
    {
        // Initialize K
        let K = N;

        let ans;

        while (K > 0) {

            // Odd length array
            // cannot be formed by
            // mirror operation
            if (K % 2 == 1) {
                ans = K;
                break;
            }

            let ispalindrome = true;

            // Check if prefix of
            // length K is palindrome
            for (let i = 0; i < parseInt(K / 2, 10); i++) {

                // Check if not a palindrome
                if (A[i] != A[K - 1 - i])

                    ispalindrome = false;
            }

            // If found to be palindrome
            if (ispalindrome) {
                ans = parseInt(K / 2, 10);
                K = parseInt(K / 2, 10);
            }

            // Otherwise
            else {
                ans = K;
                break;
            }
        }

        // Return the final answer
        return ans;
    }

    let a = [ 1, 2, 2, 1, 1, 2, 2, 1 ];
    let N = a.length;
  
    document.write(minimumrequired(a, N));
    
    // This code is contributed by divyeshrabadiya07.
</script>

2

Time Complexity: O(N*log N) 
Auxiliary Space: O(N)