Problem Statement Source
You are given an integer array nums
and an integer k
.
In one operation, you can pick two numbers from the array whose sum equals k
and remove them from the array.
Return the maximum number of operations you can perform on the array.
Example 1:
Input: nums = [1,2,3,4], k = 5 Output: 2 Explanation: Starting with nums = [1,2,3,4]:
- Remove numbers 1 and 4, then nums = [2,3]
- Remove numbers 2 and 3, then nums = [] There are no more pairs that sum up to 5, hence a total of 2 operations.
Example 2:
Input: nums = [3,1,3,4,3], k = 6 Output: 1 Explanation: Starting with nums = [3,1,3,4,3]:
- Remove the first two 3’s, then nums = [1,4,3] There are no more pairs that sum up to 6, hence a total of 1 operation.
Constraints:
1 <= nums.length <= 10&5
1 <= nums[i] <= 10^9
1 <= k <= 10^9
Solution:
- First approach is simple brute force method:
- Flag the visited pair to any number (for eg. -1)
- Time Complexity :- BigO(N^2)
- Space Complexity :- BigO(1)
class Solution {
public int maxOperations(int[] nums, int k) {
int count = 0;
for(int i = 0; i < nums.length; i++){
if(nums[i] == -1) continue;
for(int j = i + 1; j < nums.length; j++){
if(nums[j] == -1) continue;
if(nums[i] + nums[j] == k){
count++;
nums[i] = -1;
nums[j] = -1;
break;
}
}
}
return count;
}
}
- In Second approach we’ll be sorting the array.
- First sort the array in O(NLogN).
- Now, take two pointers where
i = 0
andj = array.length - 1
; - sum == target; i ++ and j—;
- sum > target; j—;
- sum ⇐ target; i++
- TC = O(NLogN) + O(N) → O(NLogN)
- SC = O(1)
class Solution {
public int maxOperations(int[] nums, int k) {
Arrays.sort(nums);
int count = 0;
int i = 0;
int j = nums.length - 1;
while(i < j){
int sum = nums[i] + nums[j];
if(sum == k) {
count++;
i++;
j--;
}
else if(sum > k) j--;
else i++;
}
return count;
}
}
- In third approach, we’ll use hashmap.
class Solution {
public int maxOperations(int[] nums, int k) {
Map<Integer, Integer> freqMap = new HashMap<>();
int count = 0;
for (int i = 0; i < nums.length; i++) {
int target = k - nums[i];
if (freqMap.containsKey(target) && freqMap.get(target) > 0) {
freqMap.put(target, freqMap.get(target) - 1);
count++;
} else{
freqMap.put(nums[i], freqMap.getOrDefault(nums[i], 0)+1);
}
}
return count;
}
}