/** * File: min_cost_climbing_stairs_dp.cpp * Created Time: 2023-06-30 * Author: krahets (krahets@163.com) */ #include "../utils/common.hpp" /* 爬楼梯最小代价:动态规划 */ int minCostClimbingStairsDP(vector &cost) { int n = cost.size() - 1; if (n == 1 || n == 2) return cost[n]; // 初始化 dp 表,用于存储子问题的解 vector dp(n + 1); // 初始状态:预设最小子问题的解 dp[1] = cost[1]; dp[2] = cost[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] = min(dp[i - 1], dp[i - 2]) + cost[i]; } return dp[n]; } /* 爬楼梯最小代价:空间优化后的动态规划 */ int minCostClimbingStairsDPComp(vector &cost) { int n = cost.size() - 1; if (n == 1 || n == 2) return cost[n]; int a = cost[1], b = cost[2]; for (int i = 3; i <= n; i++) { int tmp = b; b = min(a, tmp) + cost[i]; a = tmp; } return b; } /* Driver Code */ int main() { vector cost = {0, 1, 10, 1, 1, 1, 10, 1, 1, 10, 1}; cout << "输入楼梯的代价列表为 "; printVector(cost); int res = minCostClimbingStairsDP(cost); cout << "爬完楼梯的最低代价为 " << res << endl; res = minCostClimbingStairsDPComp(cost); cout << "爬完楼梯的最低代价为 " << res << endl; return 0; }