## 题目地址 https://leetcode.com/problems/4sum-ii/description/ ## 题目描述 ``` Given four lists A, B, C, D of integer values, compute how many tuples (i, j, k, l) there are such that A[i] + B[j] + C[k] + D[l] is zero. To make problem a bit easier, all A, B, C, D have same length of N where 0 ≤ N ≤ 500. All integers are in the range of -228 to 228 - 1 and the result is guaranteed to be at most 231 - 1. Example: Input: A = [ 1, 2] B = [-2,-1] C = [-1, 2] D = [ 0, 2] Output: 2 Explanation: The two tuples are: 1. (0, 0, 0, 1) -> A[0] + B[0] + C[0] + D[1] = 1 + (-2) + (-1) + 2 = 0 2. (1, 1, 0, 0) -> A[1] + B[1] + C[0] + D[0] = 2 + (-1) + (-1) + 0 = 0 ``` ## 思路 如果按照常规思路去完成查找需要四层遍历,时间复杂是O(n^4), 显然是行不通的。 因此我们有必要想一种更加高效的算法。 我一个思路就是我们将四个数组分成两组,两两结合。 然后我们分别计算`两两结合能够算出的和有哪些,以及其对应的个数`。 如图: ![454.4-sum-ii](../assets/problems/454.4-sum-ii.png) 这个时候我们得到了两个`hashTable`, 我们只需要进行简单的数学运算就可以得到结果。 ## 关键点解析 - 空间换时间 - 两两分组,求出两两结合能够得出的可能数,然后合并即可。 ## 代码 ```js /* * @lc app=leetcode id=454 lang=javascript * * [454] 4Sum II * * https://leetcode.com/problems/4sum-ii/description/ * * algorithms * Medium (49.93%) * Total Accepted: 63.2K * Total Submissions: 125.6K * Testcase Example: '[1,2]\n[-2,-1]\n[-1,2]\n[0,2]' * * Given four lists A, B, C, D of integer values, compute how many tuples (i, * j, k, l) there are such that A[i] + B[j] + C[k] + D[l] is zero. * * To make problem a bit easier, all A, B, C, D have same length of N where 0 ≤ * N ≤ 500. All integers are in the range of -2^28 to 2^28 - 1 and the result * is guaranteed to be at most 2^31 - 1. * * Example: * * * Input: * A = [ 1, 2] * B = [-2,-1] * C = [-1, 2] * D = [ 0, 2] * * Output: * 2 * * Explanation: * The two tuples are: * 1. (0, 0, 0, 1) -> A[0] + B[0] + C[0] + D[1] = 1 + (-2) + (-1) + 2 = 0 * 2. (1, 1, 0, 0) -> A[1] + B[1] + C[0] + D[0] = 2 + (-1) + (-1) + 0 = 0 * * * * */ /** * @param {number[]} A * @param {number[]} B * @param {number[]} C * @param {number[]} D * @return {number} */ var fourSumCount = function(A, B, C, D) { const sumMapper = {}; let res = 0; for (let i = 0; i < A.length; i++) { for (let j = 0; j < B.length; j++) { sumMapper[A[i] + B[j]] = (sumMapper[A[i] + B[j]] || 0) + 1; } } for (let i = 0; i < C.length; i++) { for (let j = 0; j < D.length; j++) { res += sumMapper[- (C[i] + D[j])] || 0; } } return res; }; ```