Problem

Given an array containing n distinct numbers in the range [0, n], return the one number that is missing.

Example

Input:  [3,0,1]
Output: 2
Input:  [9,6,4,2,3,5,7,0,1]
Output: 8

Solution

Sum formula: expected sum = n*(n+1)/2. Subtract actual sum to get the missing number.

def missing_number(nums):
    n = len(nums)
    return n * (n + 1) // 2 - sum(nums)
function missingNumber(nums) {
    const n = nums.length;
    const expected = (n * (n + 1)) / 2;
    const actual = nums.reduce((a, b) => a + b, 0);
    return expected - actual;
}
int missingNumber(vector<int>& nums) {
    int n = nums.size();
    int expected = n * (n + 1) / 2;
    int actual = 0;
    for (int x : nums) actual += x;
    return expected - actual;
}
public int missingNumber(int[] nums) {
    int n = nums.length;
    int expected = n * (n + 1) / 2;
    int actual = 0;
    for (int x : nums) actual += x;
    return expected - actual;
}

Complexity

  • Time: O(n)
  • Space: O(1)

Explanation

The Gauss sum formula gives us the expected sum without iterating. Subtracting the actual sum reveals the missing number. Alternative approach: XOR all numbers from 0 to n with all numbers in the array.

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