Saturday, 24 October 2015

Find the Missing Number

You are given a list of n-1 integers and these integers are in the range of 1 to n. There are no duplicates in list. One of the integers is missing in the list. Write an efficient code to find the missing integer.
Example:
I/P    [1, 2, 4, ,6, 3, 7, 8]
O/P    5


METHOD 1(Use sum formula)

Algorithm:
1. Get the sum of numbers 
       total = n*(n+1)/2
2  Subtract all the numbers from sum and
   you will get the missing number.
Program:
#include<stdio.h>
 
/* getMissingNo takes array and size of array as arguments*/
int getMissingNo (int a[], int n)
{
    int i, total;
    total  = (n+1)*(n+2)/2;  
    for ( i = 0; i< n; i++)
       total -= a[i];
    return total;
}
 
/*program to test above function */
int main()
{
    int a[] = {1,2,4,5,6};
    int miss = getMissingNo(a,5);
    printf("%d", miss);
    getchar();
}
Time Complexity: O(n)


METHOD 2(Use XOR)
  1) XOR all the array elements, let the result of XOR be X1.
  2) XOR all numbers from 1 to n, let XOR be X2.
  3) XOR of X1 and X2 gives the missing number.
#include<stdio.h>
 
/* getMissingNo takes array and size of array as arguments*/
int getMissingNo(int a[], int n)
{
    int i;
    int x1 = a[0]; /* For xor of all the elemets in arary */
    int x2 = 1; /* For xor of all the elemets from 1 to n+1 */
     
    for (i = 1; i< n; i++)
        x1 = x1^a[i];
            
    for ( i = 2; i <= n+1; i++)
        x2 = x2^i;        
    
    return (x1^x2);
}
 
/*program to test above function */
int main()
{
    int a[] = {1, 2, 4, 5, 6};
    int miss = getMissingNo(a, 5);
    printf("%d", miss);
    getchar();
}
Time Complexity: O(n)
In method 1, if the sum of the numbers goes beyond maximum allowed integer, then there can be integer overflow and we may not get correct answer. Method 2 has no such problems.

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