/** * File: climbing_stairs_dp.java * Created Time: 2023-06-30 * Author: Krahets (krahets@163.com) */ package chapter_dynamic_programming; public class climbing_stairs_dp { /* 爬楼梯:动态规划 */ public static int climbingStairsDP(int n) { if (n == 1 || n == 2) return n; // 初始化 dp 表,用于存储子问题的解 int[] dp = new int[n + 1]; // 初始状态:预设最小子问题的解 dp[1] = 1; dp[2] = 2; // 状态转移:从较小子问题逐步求解较大子问题 for (int i = 3; i <= n; i++) { dp[i] = dp[i - 1] + dp[i - 2]; } return dp[n]; } /* 爬楼梯:空间优化后的动态规划 */ public static int climbingStairsDPComp(int n) { if (n == 1 || n == 2) return n; int a = 1, b = 2; for (int i = 3; i <= n; i++) { int tmp = b; b = a + b; a = tmp; } return b; } public static void main(String[] args) { int n = 9; int res = climbingStairsDP(n); System.out.println(String.format("爬 %d 阶楼梯共有 %d 种方案", n, res)); res = climbingStairsDPComp(n); System.out.println(String.format("爬 %d 阶楼梯共有 %d 种方案", n, res)); } }