39. Combination Sum

    技术2025-01-27  49

    Given a set of candidate numbers (candidates) (without duplicates) and a target number (target), find all unique combinations in candidates where the candidate numbers sums to target.

    The same repeated number may be chosen from candidates unlimited number of times.

    Note:

    All numbers (including target) will be positive integers.The solution set must not contain duplicate combinations.

    Example 1:

    Input: candidates = [2,3,6,7], target = 7, A solution set is: [ [7], [2,2,3] ]

    Example 2:

    Input: candidates = [2,3,5], target = 8, A solution set is: [   [2,2,2,2],   [2,3,3],   [3,5] ]

    方法一:

    递归:加入三个变量,start 记录当前的递归到的下标,out 为一个解,res 保存所有已经得到的解,每次调用新的递归函数时,此时的 target 要减去当前数组的的数,具体看代码如下:

    class Solution { public: vector<vector<int>> combinationSum(vector<int>& candidates, int target) { vector<vector<int>> res; vector<int> out; combinationSumDFS(candidates, target, 0, out, res); return res; } void combinationSumDFS(vector<int>& candidates, int target, int start, vector<int>& out, vector<vector<int>>& res) { if (target < 0) return; if (target == 0) {res.push_back(out); return;} for (int i = start; i < candidates.size(); ++i) { out.push_back(candidates[i]); combinationSumDFS(candidates, target - candidates[i], i, out, res); out.pop_back(); } } };

    方法二:

    动态规划:可以用迭代的解法来做,建立一个三维数组 dp,这里 dp[i] 表示目标数为 i+1 的所有解法集合。这里的i就从1遍历到 target 即可,对于每个i,都新建一个二维数组 cur,然后遍历 candidates 数组,如果遍历到的数字大于i,说明当前及之后的数字都无法组成i,直接 break 掉。否则如果相等,那么把当前数字自己组成一个数组,并且加到 cur 中。否则就遍历 dp[i - candidates[j] - 1] 中的所有数组,如果当前数字大于数组的首元素,则跳过,因为结果要求是要有序的。否则就将当前数字加入数组的开头,并且将数组放入 cur 之中即可,参见代码如下:

    class Solution { public: vector<vector<int>> combinationSum(vector<int>& candidates, int target) { vector<vector<vector<int>>> dp; sort(candidates.begin(), candidates.end()); for (int i = 1; i <= target; ++i) { vector<vector<int>> cur; for (int j = 0; j < candidates.size(); ++j) { if (candidates[j] > i) break; if (candidates[j] == i) {cur.push_back({candidates[j]}); break;} for (auto a : dp[i - candidates[j] - 1]) { if (candidates[j] > a[0]) continue; a.insert(a.begin(), candidates[j]); cur.push_back(a); } } dp.push_back(cur); } return dp[target - 1]; } };

    [LeetCode] 39. Combination Sum 组合之和

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