53. maximum subarray

Easy

https://leetcode.com/problems/maximum-subarray/

Given an integer array nums, find the contiguous subarray (containing at least one number) which has the largest sum and return its sum.

Example:

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Input: [-2,1,-3,4,-1,2,1,-5,4],
Output: 6
Explanation: [4,-1,2,1] has the largest sum = 6.

Follow up:

If you have figured out the O(n) solution, try coding another solution using the divide and conquer approach, which is more subtle.

方法:

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class (object):
def maxSubArray(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
if len(nums)==1:
return nums[0]
dp = [0]*len(nums)
dp[0] = nums[0]
max_ = dp[0]
for i in range(1, len(nums)):
dp[i] = max(dp[i-1], 0) + nums[i]
max_ = max(max_, dp[i])
return max_

类似题目:

Degree of an Array
Longest Turbulent Subarray