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Java Program for Find lost element from a duplicated array

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  • Last Updated : 25 May, 2022

Given two arrays that are duplicates of each other except one element, that is one element from one of the array is missing, we need to find that missing element.
Examples: 
 

Input:  arr1[] = {1, 4, 5, 7, 9}
        arr2[] = {4, 5, 7, 9}
Output: 1
1 is missing from second array.

Input: arr1[] = {2, 3, 4, 5}
       arr2[] = {2, 3, 4, 5, 6}
Output: 6
6 is missing from first array.

 

One simple solution is to iterate over arrays and check element by element and flag the missing element when an unmatched element is found, but this solution requires linear time oversize of the array.
Another efficient solution is based on a binary search approach. Algorithm steps are as follows:
 

  1. Start a binary search in a bigger array and get mid as (lo + hi) / 2
  2. If the value from both arrays is the same then the missing element must be in the right part so set lo as mid
  3. Else set hi as mid because the missing element must be in the left part of the bigger array if mid-elements are not equal.
  4. A special case is handled separately as for single element and zero elements array, the single element itself will be the missing element. 
    If the first element itself is not equal then that element will be the missing element./li> 
     

Below is the implementation of the above steps 
 

Java




// Java program to find missing element
// from same arrays
// (except one missing element)
 
import java.io.*;
class MissingNumber {
 
    /* Function to find missing element based
     on binary search approach. arr1[] is of
     larger size and N is size of it.arr1[] and
     arr2[] are assumed to be in same order. */
    int findMissingUtil(int arr1[], int arr2[],
                        int N)
    {
        // special case, for only element
        // which is missing in second array
        if (N == 1)
            return arr1[0];
 
        // special case, for first
        // element missing
        if (arr1[0] != arr2[0])
            return arr1[0];
 
        // Initialize current corner points
        int lo = 0, hi = N - 1;
 
        // loop until lo < hi
        while (lo < hi) {
            int mid = (lo + hi) / 2;
 
            // If element at mid indices are
            // equal then go to right subarray
            if (arr1[mid] == arr2[mid])
                lo = mid;
            else
                hi = mid;
 
            // if lo, hi becomes
            // contiguous, break
            if (lo == hi - 1)
                break;
        }
 
        // missing element will be at hi
        // index of bigger array
        return arr1[hi];
    }
 
    // This function mainly does basic error
    // checking and calls findMissingUtil
    void findMissing(int arr1[], int arr2[],
                              int M, int N)
    {
        if (N == M - 1)
        System.out.println("Missing Element is "
        + findMissingUtil(arr1, arr2, M) + "
");
        else if (M == N - 1)
        System.out.println("Missing Element is "
        + findMissingUtil(arr2, arr1, N) + "
");
        else
        System.out.println("Invalid Input");
    }
 
    // Driver Code
    public static void main(String args[])
    {
        MissingNumber obj = new MissingNumber();
        int arr1[] = { 1, 4, 5, 7, 9 };
        int arr2[] = { 4, 5, 7, 9 };
        int M = arr1.length;
        int N = arr2.length;
        obj.findMissing(arr1, arr2, M, N);
    }
}
 
// This code is contributed by Anshika Goyal.

Output :

Missing Element is 1

Time Complexity: O(logM + logN), where M and N represents the size of the given two arrays.
Auxiliary Space: O(1), no extra space is required, so it is a constant.

What if input arrays are not in the same order? 
In this case, the missing element is simply XOR of all elements of both arrays. Thanks to Yolo Song for suggesting this. 
 

Java




// Java program to find missing element
// from one array such that it has all
// elements of other array except one.
// Elements in two arrays can be in any order.
 
import java.io.*;
class Missing {
     
    // This function mainly does XOR of
    // all elements of arr1[] and arr2[]
    void findMissing(int arr1[], int arr2[],
                              int M, int N)
    {
        if (M != N - 1 && N != M - 1) {
        System.out.println("Invalid Input");
            return;
        }
 
        // Do XOR of all element
        int res = 0;
        for (int i = 0; i < M; i++)
            res = res ^ arr1[i];
        for (int i = 0; i < N; i++)
            res = res ^ arr2[i];
 
        System.out.println("Missing element is "
                                          + res);
    }
 
    // Driver Code
    public static void main(String args[])
    {
        Missing obj = new Missing();
        int arr1[] = { 4, 1, 5, 9, 7 };
        int arr2[] = { 7, 5, 9, 4 };
        int M = arr1.length;
        int N = arr2.length;
        obj.findMissing(arr1, arr2, M, N);
    }
}
 
// This code is contributed by Anshika Goyal.

Output :

Missing Element is 1

Time Complexity: O(M + N), where M and N represents the size of the given two arrays.
Auxiliary Space: O(1), no extra space is required, so it is a constant.

Please refer complete article on Find lost element from a duplicated array for more details!


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