[leetcode]climb stairs
Problem:Climb Stairs
You are climbing a stair case. It takes n steps to reach to the top.
Each time you can either climb 1 or 2 steps. In how many distinct ways can you climb to the top?
Solution 1: Recursive
f(n) = f(n-1) + f(n-2) 很显然这是一个斐波那契数列问题(1 1 2 3 5..),只不过初始条件是n=2
public static int fibonacci_recursive(int n){
if (n == 1){
return 1;
}
if (n == 2){
return 2;
}
return fibonacci_recursive(n - 1) + fibonacci_recursive(n - 2);
}
递归算法明显超时,原因是每个f(n)被计算了多次,随着n的增长,运算时间很可怕,计算n=50在rmbp上花了将近一分钟的时间
Solution 2: Iteration
public static long fibonacci_iteration(long n){
long current = 1;
long prev = 0;
for (long i = 0; i <n; i++) {
long tmp = current;
current = current + prev;
prev = tmp;
}
return current;
}
算法效率对比:
Solution | Caculate Result | Time cost(n = 50) |
Recursive | 20365011074 | 42s | Iteration | 20365011074 | ~0s |
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