Given an integer array nums, find the subarray with the largest sum, and return its sum.
Question
Given an integer array nums
, find the subarray with the largest sum, and return its sum.
Solution
This problem can be solved using Kadane's algorithm. Here are the steps:
-
Initialize two variables,
max_current
andmax_global
. Set both of them to the first element of the array. -
Loop through the array starting from the second element. For each element, calculate
max_current
as the maximum of the current element and the sum ofmax_current
and the current element. -
If
max_current
is greater thanmax_global
, updatemax_global
with the value ofmax_current
. -
Continue this process until you've gone through the entire array. The value of
max_global
will be the maximum subarray sum.
Here is a Python code snippet that implements this algorithm:
def maxSubArray(nums):
max_current = max_global = nums[0]
for i in range(1, len(nums)):
max_current = max(nums[i], max_current + nums[i])
if max_current > max_global:
max_global = max_current
return max_global
This function takes an array of integers as input and returns the sum of the subarray with the largest sum.
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