Combinations — LeetCode 77 Python Solution

MediumBacktracking
Problem
#77
Reading time
3 min

The problem

Given two integers n and k, return all possible combinations of k numbers chosen from the range [1, n]. You may return the answer in any order.

Example

Input
n = 4, k = 2
Output
[[1,2],[1,3],[1,4],[2,3],[2,4],[3,4]]
Explanation
There are 4 choose 2 = 6 total combinations.

Python solution

Python
class Solution:
    def combine(self, n: int, k: int) -> List[List[int]]:
        def dfs(i: int):
            if len(t) == k:
                ans.append(t[:])
                return
            if i > n:
                return
            t.append(i)
            dfs(i + 1)
            t.pop()
            dfs(i + 1)

        ans = []
        t = []
        dfs(1)
        return ans

Complexity

MeasureComplexity
Time(C_n^k \times k)
SpaceO(k) auxiliary

Pattern: Backtracking

Build candidates one choice at a time and abandon a branch the moment it cannot work. LeetCode 77. Combinations 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 Top Interview 150.

Frequently asked questions

How hard is LeetCode 77. Combinations?
LeetCode 77. Combinations is rated Medium on LeetCode.
What is the time complexity of LeetCode 77. Combinations?
The Python solution on this page runs in (C_n^k \times k).
What is the space complexity of LeetCode 77. Combinations?
The Python solution on this page uses O(k) auxiliary space.
What topics does LeetCode 77. Combinations cover?
LeetCode 77. Combinations is tagged Backtracking on LeetCode.

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