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This approach leverages the properties of XOR bitwise operation. The XOR of a number with itself is 0, and the XOR of a number with 0 is the number itself. Thus, XORing all elements in the array results in getting the single number because all other numbers cancel themselves out.
Time Complexity: O(n) - We go through the array once.
Space Complexity: O(1) - We only use a single integer to store the result.
1function singleNumber(nums) {
2 let result = 0;
3 for (let num of nums) {
4 result ^= num;
5 }
6 return result;
7}
8
9const nums = [2, 2, 1];
10console.log(singleNumber(nums)); // Output: 1This JavaScript function iterates over the nums array, utilizing the XOR operation to eliminate duplicates, leaving behind the single number.
In this approach, we use a hash map (or dictionary) to count occurrences of each number. The single number will have a count of 1. This isn't the optimal solution in terms of extra space but is valid if space was not constrained.
Time Complexity: O(n) - We traverse the array twice (once for filling the map, once for checking the counts).
Space Complexity: O(n) - Extra space proportional to the input range.
1
This C solution uses an array to simulate a hash map, where each index corresponds to a potential value of nums[i]. It maps numbers from -30000 to +30000 to indices 0 to 60000 to handle negative numbers.