Leetcode 53. Maximum Subarray

Posted 2020-08-10 周洋的Blog

简单的dp.

class Solution(object):
    def maxSubArray(self, nums):
        """
        :type nums: List[int]
        :rtype: int
        """
        if not nums: return
        if len(nums) == 1: return nums[0]
        dp = [0] * len(nums)
        dp[0] = nums[0]

        for i, v in enumerate(nums[1:]):
            dp[i+1] = max(dp[i] + v, v)
        return max(dp)

其实不用dp这个数组,就维护一个最大值ret就行.

class Solution(object):
    def maxSubArray(self, nums):
        """
        :type nums: List[int]
        :rtype: int
        """
        if not nums: return
        if len(nums) == 1: return nums[0]
        pre_max=ret = nums[0]

        for v in nums[1:]:
            pre_max = max(pre_max + v, v)
            ret = max(ret, pre_max)
        return ret