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LeetCode - Maximum Subarray

Find the contiguous subarray within an array (containing at least one number) which has the largest sum.

For example, given the array [−2,1,−3,4,−1,2,1,−5,4],
the contiguous subarray [4,−1,2,1] has the largest sum = 6.

如果当前的和小于0,则在后面的数加上现在的和只会比原来的数要小,故舍弃

DP的思路:
O(n)就是一维DP。
假设A(0, i)区间存在k,使得[k, i]区间是以i结尾区间的最大值,定义为Max[i],当求取Max[i+1]时,

然后从左往右扫描,求取Max数字的最大值即为所求。
 1 class Solution { 2 public: 3     int maxSubArray(int A[], int n) { 4         int ans = 0; 5         int maxsum = INT_MIN; 6          7         for (int i = 0; i < n; i++) 8         { 9             if (ans < 0)10                 ans = 0;11             ans += A[i];12             maxsum = max(ans, maxsum);13         }14         return maxsum;15     }16 };

 

LeetCode - Maximum Subarray