Given an integer array nums
, find the contiguous subarray (containing at least one number) which has the largest sum and return its sum.
Example:
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, ---- 动态规划
try coding another solution using the divide and conquer approach, which is more subtle. ---- 分治法 ???
public int maxSubArray(int[] nums) {
int[] dp = new int[nums.length];
dp[0] = nums[0];
int maxSum = nums[0];
// 这里不能是Intger.MIN_VALUE,否则输入{1},maxSum=-2147483648
for(int i=1;i<dp.length;i++) {
if(dp[i-1] <= 0) {
dp[i] = nums[i];
}else {
dp[i] = dp[i-1] + nums[i];
}
if(dp[i] > maxSum) {
maxSum = dp[i];
}
}
return maxSum;
}
1) for循环从i等于1开始, 那么我们就应该想到数组只有1个元素的时候,i只能等于0,根本没有机会进入这个for循环