状压dp,HDU1074.Doing Homework

目录

一、题目

1、题目描述

2、输入输出

2.1输入

2.2输出

3、原题链接

二、解题报告

1、思路分析

2、复杂度

3、代码详解


一、题目

1、题目描述

Ignatius has just come back school from the 30th ACM/ICPC. Now he has a lot of homework to do. Every teacher gives him a deadline of handing in the homework. If Ignatius hands in the homework after the deadline, the teacher will reduce his score of the final test, 1 day for 1 point. And as you know, doing homework always takes a long time. So Ignatius wants you to help him to arrange the order of doing homework to minimize the reduced score.

2、输入输出

2.1输入

The input contains several test cases. The first line of the input is a single integer T which is the number of test cases. T test cases follow.

Each test case start with a positive integer N(1<=N<=15) which indicate the number of homework. Then N lines follow. Each line contains a string S(the subject's name, each string will at most has 100 characters) and two integers D(the deadline of the subject), C(how many days will it take Ignatius to finish this subject's homework).

Note: All the subject names are given in the alphabet increasing order. So you may process the problem much easier.

2.2输出

Output

For each test case, you should output the smallest total reduced score, then give out the order of the subjects, one subject in a line. If there are more than one orders, you should output the alphabet smallest one.

3、原题链接

Problem - 1074 (hdu.edu.cn)


二、解题报告

1、思路分析

从数据量上会往状压dp上想

我们用二进制位表示任务是否完成,那么我们最终状态是确定的

如果有n个任务,那么我们的最终状态就是(1 << n) - 1,我们记为ed

对于ed而言,代表n个任务都已经完成,它可以由n个前驱状态转移而来

假如n = 3,那么ed = 111(2),那么可以由011、101、110三个状态转移,分别代表最后完成的任务为任务1、2、3

那么对于011,101,110而言,同样可以由前驱状态转移

那么我们自顶向下进行状态转移即可

2、复杂度

时间复杂度:O(1<<N) 空间复杂度:O(1<<N)

3、代码详解

复制代码
cpp 复制代码
#include <iostream>
#include <cstring>
#include <algorithm>
#include <string>
#include <stack>
using namespace std;
const int N = 20, inf = 0x3f3f3f3f;
struct state
{
    int pre, id, t, s;
} f[1 << N];
int cost[N], dead[N], n, tot;
string lessons[N];
void solve()
{
    cin >> n, tot = 1 << n, memset(f, 0, sizeof f);
    for (int i = 0; i < n; i++)
        cin >> lessons[i] >> dead[i] >> cost[i];
    for (int i = 1; i < tot; i++)
    {
        f[i].s = inf;
        for (int j = n - 1; j >= 0; j--)
        {
            if (i & (1 << j))
            {
                int last = i - (1 << j);
                int c = max(0, f[last].t + cost[j] - dead[j]);
                if (f[last].s + c < f[i].s)
                    f[i] = {last, j, f[last].t + cost[j], f[last].s + c};
            }
        }
    }
    cout << f[--tot].s << '\n';
    stack<int> s;
    while (f[tot].t)
    {
        s.emplace(f[tot].id), tot = f[tot].pre;
    }
    while (s.size())
        cout << lessons[s.top()] << '\n', s.pop();
}
int main()
{
    //freopen("in.txt", "r", stdin);
    ios::sync_with_stdio(false), cin.tie(0), cout.tie(0);
    int _ = 1;
    cin >> _;
    while (_--)
        solve();
    return 0;
}
相关推荐
2601_962218613 小时前
万象生鲜系统业财一体化底层打通技术自动生成经营账单
大数据·数据库·人工智能·python·算法
吞下星星的少年·-·3 小时前
The 2026 ICPC Asia East Continent Online Contest (II)(构造)
数据结构·算法
stolentime5 小时前
洛谷P10515 转圈题解
c++·算法·数学建模·贪心算法
和裕6 小时前
蜂窝板 vs 七层瓦楞重型纸箱:大件工业设备运输性能与成本全对比
大数据·运维·网络·人工智能·算法
衡石科技6 小时前
Data_Agent记忆机制与经验复用衡石分析智能体会话记忆与长期学习技术解析
人工智能·科技·学习·算法·企业级bi
wzdark7 小时前
基于矩阵的动态规划路径问题性能优化4
线性代数·矩阵·动态规划
shirsl8 小时前
算法 Day 2 滑动窗口 + 栈 / 单调栈
开发语言·python·算法
土司大王8 小时前
LeetCode hot100 回溯专题总结:Java 通用模板、决策树模型
java·算法·leetcode·决策树
2601_962218619 小时前
万象生鲜系统订单全生命周期状态同步技术实现业务可视
大数据·数据库·人工智能·python·算法
那年窗外下的雪.9 小时前
AIDC 学习日志|第 22 天|All-Active/Single-Active 故障演练设计
服务器·网络·学习·算法·哈希算法