Woodstock Blog

a tech blog for general algorithmic interview questions

[Question] Single Number III

Question

link

In an array, all numbers in the array repeat twice except two numbers, which repeat only once.

Assume all the numbers are placed randomly. Find the 2 numbers.

Analysis

The main idea of the solution is how to remove repeated elements. It’s definitely using XOR.

We need to try solve this problem like we did in ‘Single number 1’ but how? We can divide the array into 2 part, each part containing 1 non-repeating number.

The difficulty and the trick, is how do we divide?

Solution

  1. xor = arr[0]^arr[1]^arr[2]…..arr[n-1]

  2. We can extract the rightmost set bit of any number n by taking ( n & ~(n-1))

  3. We take any set bit of xor and divide the elements of the array in two sets – one set of elements with same bit set and other set with same bit not set.

    By doing so, we will get x in one set and y in another set.

Code

C++ Code from GFG

/* This finction sets the values of *x and *y to nonr-epeating
 elements in an array arr[] of size n*/
void get2NonRepeatingNos(int arr[], int n, int *x, int *y)
{
  int xor = arr[0]; /* Will hold xor of all elements */
  int set_bit_no;  /* Will have only single set bit of xor */
  int i;
  *x = 0;
  *y = 0;

  /* Get the xor of all elements */
  for(i = 1; i < n; i++)
   xor ^= arr[i];

  /* Get the rightmost set bit in set_bit_no */
  set_bit_no = xor & ~(xor-1);

  /* Now divide elements in two sets by comparing rightmost set
   bit of xor with bit at same position in each element. */
  for(i = 0; i < n; i++)
  {
    if(arr[i] & set_bit_no)
     *x = *x ^ arr[i]; /*XOR of first set */
    else
     *y = *y ^ arr[i]; /*XOR of second set*/
  }
}

/* Driver program to test above function */
int main()
{
  int arr[] = {2, 3, 7, 9, 11, 2, 3, 11};
  int *x = (int *)malloc(sizeof(int));
  int *y = (int *)malloc(sizeof(int));
  get2NonRepeatingNos(arr, 8, x, y);
  printf("The non-repeating elements are %d and %d", *x, *y);
  getchar();
}