560. Subarray Sum Equals K 求和为k的子数组个数

[抄题]:

Given an array of integers and an integer k, you need to find the total number of continuous subarrays whose sum equals to k.

Example 1:

Input:nums = [1,1,1], k = 2
Output: 2

 [暴力解法]:

时间分析:

空间分析:

 [优化后]:

时间分析:

空间分析:

[奇葩输出条件]:

[奇葩corner case]:

[思维问题]:

没思路啊。以为要用sliding window:求和类问题可以往2sum上面靠。

[英文数据结构或算法,为什么不用别的数据结构或算法]:

[一句话思路]:

连续求和为k,可以用连续的sum减去k

[输入量]:空: 正常情况:特大:特小:程序里处理到的特殊情况:异常情况(不合法不合理的输入):

[画图]:

[一刷]:

  1. 统计次数的map必须要有初始化

[二刷]:

[三刷]:

[四刷]:

[五刷]:

  [五分钟肉眼debug的结果]:

[总结]:

连续求和为k,可以用连续的sum减去k

[复杂度]:Time complexity: O(n) Space complexity: O(n)

[算法思想:迭代/递归/分治/贪心]:

[关键模板化代码]:

[其他解法]:

[Follow Up]:

[LC给出的题目变变变]:

 [代码风格] :

 [是否头一次写此类driver funcion的代码] :

 [潜台词] :

class Solution {
    public int subarraySum(int[] nums, int k) {
        //initialization: hashmap, preSum, count
        HashMap<Integer, Integer> sumToCount = new HashMap<Integer, Integer>();
        int preSum = 0;
        int counts = 0;
        sumToCount.put(0, 1);
        
        for (int i = 0; i < nums.length; i++) {
            preSum += nums[i];
            //if already contains, += get(sum - k)
            if (sumToCount.containsKey(preSum - k)) {
                counts += sumToCount.get(preSum - k);
            }
            
            //or just add the key
            sumToCount.put(preSum, sumToCount.getOrDefault(preSum, 0) + 1);
        }
        
        //return
        return counts;
    }
}
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原文地址:https://www.cnblogs.com/immiao0319/p/9458680.html