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hello-algo/codes/python/chapter_computational_compl.../recursion.py

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"""
File: recursion.py
Created Time: 2023-08-24
Author: Krahets (krahets@163.com)
"""
def recur(n: int) -> int:
"""递归"""
# 终止条件
if n == 1:
return 1
# 递:递归调用
res = recur(n - 1)
# 归:返回结果
return n + res
def for_loop_recur(n: int) -> int:
"""使用迭代模拟递归"""
# 使用一个显式的栈来模拟系统调用栈
stack = []
res = 0
# 递:递归调用
for i in range(n, 0, -1):
# 通过“入栈操作”模拟“递”
stack.append(i)
# 归:返回结果
while stack:
# 通过“出栈操作”模拟“归”
res += stack.pop()
# res = 1+2+3+...+n
return res
def tail_recur(n, res):
"""尾递归"""
# 终止条件
if n == 0:
return res
# 尾递归调用
return tail_recur(n - 1, res + n)
def fib(n: int) -> int:
"""斐波那契数列:递归"""
# 终止条件 f(1) = 0, f(2) = 1
if n == 1 or n == 2:
return n - 1
# 递归调用 f(n) = f(n-1) + f(n-2)
res = fib(n - 1) + fib(n - 2)
# 返回结果 f(n)
return res
"""Driver Code"""
if __name__ == "__main__":
n = 5
res = recur(n)
print(f"\n递归函数的求和结果 res = {res}")
res = for_loop_recur(n)
print(f"\n使用迭代模拟递归求和结果 res = {res}")
res = tail_recur(n, 0)
print(f"\n尾递归函数的求和结果 res = {res}")
res = fib(n)
print(f"\n斐波那契数列的第 {n} 项为 {res}")