UVA - 624 - CD (动态规划)

本文深入探讨了一道来自UVA在线评测平台的编程挑战题——UVA-624,通过将路径选择与背包问题巧妙结合,旨在解决如何在磁带上高效装载CD上的音乐片段,同时尽量减少空白空间的问题。文章详细解析了题目的假设条件,包括CD上曲目的数量限制、长度约束以及如何通过动态规划算法找到最优解。提供了一个清晰的输入输出范例,并给出了AC代码实现,帮助读者理解并解决此类问题。

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UVA - 624

CD
Time Limit: 3000MS Memory Limit: Unknown 64bit IO Format: %lld & %llu

 Status

Description

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You have a long drive by car ahead. You have a tape recorder, but unfortunately your best music is on CDs. You need to have it on tapes so the problem to solve is: you have a tape N minutes long. How to choose tracks from CD to get most out of tape space and have as short unused space as possible.


Assumptions:

  • number of tracks on the CD. does not exceed 20
  • no track is longer than N minutes
  • tracks do not repeat
  • length of each track is expressed as an integer number
  • N is also integer

Program should find the set of tracks which fills the tape best and print it in the same sequence as the tracks are stored on the CD

Input 

Any number of lines. Each one contains value  N, (after space) number of tracks and durations of the tracks. For example from first line in sample data:  N=5, number of tracks=3, first track lasts for 1 minute, second one 3 minutes, next one 4 minutes

Output 

Set of tracks (and durations) which are the correct solutions and string ``  sum:" and sum of duration times.

Sample Input 

5 3 1 3 4
10 4 9 8 4 2
20 4 10 5 7 4
90 8 10 23 1 2 3 4 5 7
45 8 4 10 44 43 12 9 8 2

Sample Output 

1 4 sum:5
8 2 sum:10
10 5 4 sum:19
10 23 1 2 3 4 5 7 sum:55
4 10 12 9 8 2 sum:45



Miguel A. Revilla
2000-01-10

Source

Root :: AOAPC I: Beginning Algorithm Contests (Rujia Liu) ::  Volume 5. Dynamic Programming 
Root :: Competitive Programming 2: This increases the lower bound of Programming Contests. Again (Steven & Felix Halim) :: Problem Solving Paradigms :: Complete Search ::  Recursive Backtracking (The Easier Ones)
Root :: Competitive Programming: Increasing the Lower Bound of Programming Contests (Steven & Felix Halim) :: Chapter 3. Problem Solving Paradigms :: Complete Search ::  Recursive Backtracking
Root :: Competitive Programming 3: The New Lower Bound of Programming Contests (Steven & Felix Halim) :: Problem Solving Paradigms :: Complete Search ::  Recursive Backtracking (Easy)

 Status







思路:01背包问题,就是把体积和重量看做了tracks和time,这里注意打印路径的方法


AC代码:

#include <cstdio>
#include <cstring>
#include <algorithm>
using namespace std;

const int maxn= 10005;
int dp[30][maxn], path[30][maxn];
int M, N;
int ti[30];

void print(int a, int b) {
	if(a == 0) return;
	print(a - 1, path[a][b]);
	if(path[a][b] < b) printf("%d ", ti[a]);
}

int main() {
	while(scanf("%d", &M) != EOF) {
		scanf("%d", &N);
		for(int i = 1; i <= N; i++) {
			scanf("%d", &ti[i]);
		}
		
		memset(dp, 0, sizeof(dp));
		for(int i = 1; i <= N; i ++) {
			for(int j = 0; j <= M; j ++) {
				dp[i][j] = dp[i - 1][j];
				path[i][j] = j;//第i个不选时赋值为j;
				if(j >= ti[i]) {
					int tmp = dp[i - 1][j - ti[i]] + ti[i];
					if(tmp > dp[i][j]) {
						dp[i][j] = tmp;
						path[i][j] = j - ti[i];//第i个选了时赋值为j - ti[i]; 
					}
				}
			}
		}
		print(N, M);//递归打印路径 
		printf("sum:%d\n", dp[N][M]);
	}
	return 0;
} 









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