Combination Sum - DFS Recursion
Problem Statement:
Given an array of distinct integers candidates
and a target integer target
, return a list of all unique combinations of candidates
where the chosen numbers sum to target
. You may return the combinations in any order.
The same number may be chosen from candidates
an unlimited number of times. Two combinations are unique if the frequency of at least one of the chosen numbers is different.
The test cases are generated such that the number of unique combinations that sum up to target
is less than 150
combinations for the given input.
Example 1:
Input: candidates = [2,3,6,7], target = 7 Output: [[2,2,3],[7]] Explanation: 2 and 3 are candidates, and 2 + 2 + 3 = 7. Note that 2 can be used multiple times. 7 is a candidate, and 7 = 7. These are the only two combinations.
Example 2:
Input: candidates = [2,3,5], target = 8 Output: [[2,2,2,2],[2,3,3],[3,5]]
Example 3:
Input: candidates = [2], target = 1 Output: []
Constraints:
1 <= candidates.length <= 30
2 <= candidates[i] <= 40
- All elements of
candidates
are distinct. 1 <= target <= 40
Solution:
The approach is to run DFS starting with zeroth index. At every index, we either
- include it and run DFS again with reduced target and same index (since repetition is allowed) , OR
- skip it and run DFS with original target and next index.
class Solution {
public:
void dfs(vector<int>&nums, int target, vector<vector<int>>&res, vector<int>&cur, int start)
{
if (target==0){res.push_back(cur);return;}
if (target<0 || start==nums.size()) return;
cur.push_back(nums[start]);
dfs(nums, target-nums[start], res, cur, start);
cur.pop_back();
dfs(nums, target, res, cur, start+1);
}
vector<vector<int>> combinationSum(vector<int>& candidates, int target)
{
sort(candidates.begin(),candidates.end());
vector<int> r;
vector<vector<int>> res;
dfs(candidates, target, res, r, 0);
return res;
}
};
TC: $O(n^{T/A_{min} }), SC: O(n^{T/A_{min} })$