Climbing 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?
Note: Given n will be a positive integer.
Example 1:
Input: 2
Output: 2
Explanation: There are two ways to climb to the top.
1 step + 1 step
2 steps
Example 2:
Input: 3
Output: 3
Explanation: There are three ways to climb to the top.
1 step + 1 step + 1 step
1 step + 2 steps
2 steps + 1 step
Solution_01: 递归方法
#include <iostream>
using namespace std;
// 递归的方法
class Solution {
private:
int calcWays(int n){
if ( n == 1)
return 1;
if ( n == 2)
return 2;
return calcWays(n-1) + calcWays(n-2);
}
public:
int climbStairs(int n) {
return calcWays(n);
}
};
Solution_02: 记忆化搜索
#include <iostream>
#include <vector>
using namespace std;
class Solution {
private:
vector<int> memo;
int calcWays(int n){
if ( n == 1)
return 1;
if ( n == 2)
return 2;
if ( memo[n] == -1 )
memo[n] = calcWays(n-1) + calcWays(n-2);
return memo[n];
}
public:
int climbStairs(int n) {
memo = vector<int>(n+1, -1);
return calcWays(n);
}
};
Solution_03: 动态规划
#include <iostream>
#include <vector>
using namespace std;
class Solution {
public:
int climbStairs(int n) {
vector<int> memo(n+1, -1);
memo[1] = 1;
memo[2] = 2;
for ( int i = 3; i <= n; i++)
memo[i] = memo[i-1] + memo[i-2];
return memo[n];
}
};
总结: 仔细分析这个问题,可以转换为斐波那契数列问题。