Maximum SubArray Sum Problem LeetCode
Given an integer array nums, find the subarray with the largest sum, and return its sum.
Example 1:
Input: nums = [-2,1,-3,4,-1,2,1,-5,4]
Output: 6
Explanation: The subarray [4,-1,2,1] has the largest sum 6.
Example 2:
Input: nums = [1]
Output: 1
Explanation: The subarray [1] has the largest sum 1.
Example 3:
Input: nums = [5,4,-1,7,8]
Output: 23
Explanation: The subarray [5,4,-1,7,8] has the largest sum 23.
Correct Approach (Kadane’s Algorithm)
We need:
- A variable
currentSum
to track the running sum. - A variable
maxSum
to store the maximum encountered sum. - If
currentSum
becomes negative, reset it to0
.
class Solution {
public int maxSubArray(int[] nums) {
int maxSum = nums[0]; // Initialize with first element
int currentSum = 0;
for (int num : nums) {
if (currentSum < 0) {
currentSum = 0; // Reset if negative
}
currentSum += num;
maxSum = Math.max(maxSum, currentSum); // Update max sum
}
return maxSum;
}
}
Comments
Post a Comment