70. Climbing Stairs
Memoization, Math, DP ·Problem Statement
link: https://leetcode.com/problems/climbing-stairs/description/ https://leetcode.cn/problems/climbing-stairs/description/
You are climbing a staircase. It takes n steps to reach the top.
Each time you can either climb 1 or 2 steps. In how many distinct ways can you climb to the top?
Example:
Input: n = 2
Output: 2
Explanation: There are two ways to climb to the top. 1. 1 step + 1 step 2. 2 steps
Input: n = 3
Output: 3
Explanation: There are three ways to climb to the top. 1. 1 step + 1 step + 1 step 2. 1 step + 2 steps3. 2 steps + 1 step
Solution Approach
The number of ways to reach each step is analogous to the Fibonacci sequence.
Algorithm
- Initialize an array to track ways to reach each step.
- Set base cases for the first two steps.
- For each step, sum the ways of the two preceding steps.
Implement
class Solution:
def climbStairs(self, n: int) -> int:
steps = [0] * (n + 1)
steps[0], steps[1] = 1, 1
for i in range(2, n + 1):
steps[i] = steps[i - 1] + steps[i - 2]
return steps[n]