Combination Sum II — LeetCode 40 Python Solution

MediumArrayBacktracking
Problem
#40
Reading time
4 min

The problem

Given a collection of candidate numbers (candidates) and a target number (target), find all unique combinations in candidates where the candidate numbers sum to target. Each number in candidates may only be used once in the combination.

Example

Input
candidates = [10,1,2,7,6,1,5], target = 8
Output
[

Python solution

Python
class Solution:
    def combinationSum2(self, candidates: List[int], target: int) -> List[List[int]]:
        def dfs(i: int, s: int):
            if s == 0:
                ans.append(t[:])
                return
            if i >= len(candidates) or s < candidates[i]:
                return
            for j in range(i, len(candidates)):
                if j > i and candidates[j] == candidates[j - 1]:
                    continue
                t.append(candidates[j])
                dfs(j + 1, s - candidates[j])
                t.pop()

        candidates.sort()
        ans = []
        t = []
        dfs(0, target)
        return ans

Complexity

MeasureComplexity
TimeO(2^n \times n)
SpaceO(n) auxiliary

Pattern: Backtracking

Build candidates one choice at a time and abandon a branch the moment it cannot work. LeetCode 40. Combination Sum II is filed here on both counts: the reference solution below belongs to the algorithm family this hub collects, and LeetCode tags it Backtracking.

The backtracking guide has the Python template for the pattern and the 105 LeetCode problems that use it.

Related problems

On a study list

This problem is on NeetCode 150.

Frequently asked questions

How hard is LeetCode 40. Combination Sum II?
LeetCode 40. Combination Sum II is rated Medium on LeetCode.
What is the time complexity of LeetCode 40. Combination Sum II?
The Python solution on this page runs in O(2^n \times n).
What is the space complexity of LeetCode 40. Combination Sum II?
The Python solution on this page uses O(n) auxiliary space.
What topics does LeetCode 40. Combination Sum II cover?
LeetCode 40. Combination Sum II is tagged Array and Backtracking on LeetCode.

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