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hello-algo/codes/python/chapter_dynamic_programming/climbing_stairs_dfs_mem.py

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"""
File: climbing_stairs_dfs_mem.py
Created Time: 2023-06-30
Author: Krahets (krahets@163.com)
"""
def dfs(i: int, mem: list[int]) -> int:
"""记忆化搜索"""
# 已知 dp[1] 和 dp[2] ,返回之
if i == 1 or i == 2:
return i
# 若存在记录 dp[i] ,则直接返回之
if mem[i] != -1:
return mem[i]
# dp[i] = dp[i-1] + dp[i-2]
count = dfs(i - 1, mem) + dfs(i - 2, mem)
# 记录 dp[i]
mem[i] = count
return count
def climbing_stairs_dfs_mem(n: int) -> int:
"""爬楼梯:记忆化搜索"""
# mem[i] 记录爬到第 i 阶的方案总数,-1 代表无记录
mem = [-1] * (n + 1)
return dfs(n, mem)
"""Driver Code"""
if __name__ == "__main__":
n = 9
res = climbing_stairs_dfs_mem(n)
print(f"{n} 阶楼梯共有 {res} 种方案")