PAT 1003 Emergency

本文介绍了一个基于图的深度优先搜索算法解决紧急救援中寻找最短路径及最多可用资源的问题。输入包括城市数量、道路连接及长度等信息,通过算法输出从当前城市到目标城市的最短路径数及其能集结的最大救援队伍人数。

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1003. Emergency (25)

As an emergency rescue team leader of a city, you are given a special map of your country. The map shows several scattered cities connected by some roads. Amount of rescue teams in each city and the length of each road between any pair of cities are marked on the map. When there is an emergency call to you from some other city, your job is to lead your men to the place as quickly as possible, and at the mean time, call up as many hands on the way as possible.

Input

Each input file contains one test case. For each test case, the first line contains 4 positive integers: N (<= 500) - the number of cities (and the cities are numbered from 0 to N-1), M - the number of roads, C1 and C2 - the cities that you are currently in and that you must save, respectively. The next line contains N integers, where the i-th integer is the number of rescue teams in the i-th city. Then M lines follow, each describes a road with three integers c1, c2 and L, which are the pair of cities connected by a road and the length of that road, respectively. It is guaranteed that there exists at least one path from C1 to C2.

Output

For each test case, print in one line two numbers: the number of different shortest paths between C1 and C2, and the maximum amount of rescue teams you can possibly gather.
All the numbers in a line must be separated by exactly one space, and there is no extra space allowed at the end of a line.

Sample Input
5 6 0 2
1 2 1 5 3
0 1 1
0 2 2
0 3 1
1 2 1
2 4 1
3 4 1
Sample Output
2 
4
//DFS
#include <cstdio>
#include <cstring>
#include <iostream>
using namespace std;
#define MIN 100000000
int n,m,start,to;
int map[505][505];
int hand[505];
int book[505];
int minDis=MIN,count,hands;//minDis:最短距离 count:最短距离的路径数目 hands:人手
void DFS(int x,int dis,int sum){
	if(dis>minDis)//剪枝 当路径大于当前最短路径,即刻返回
		return;
	if(x==to){
		if(dis==minDis){//路径依然为当前最短路径
			if(sum>hands)
				hands=sum;
			count++;
			return;
		}
		minDis=dis;//新最短路径
		count=1;
		hands=sum;
		return;
	}
	for(int i=0;i<n;i++){
		if(map[x][i]!=0&&!book[i]){
			book[i]=1;
			DFS(i,dis+map[x][i],sum+hand[i]);
			book[i]=0;
		}
	}
}
int main(){
	int x,y,w;
	cin>>n>>m>>start>>to;
	memset(map,0,sizeof(map));
	memset(book,0,sizeof(book));
	for(int i=0;i<n;i++)
		scanf("%d",&hand[i]);
	for(int i=1;i<=m;i++){
		scanf("%d%d%d",&x,&y,&w);
		map[x][y]=map[y][x]=w;
	}
	book[start]=1;
	DFS(start,0,hand[start]);
	cout<<count<<' '<<hands<<endl;
	return 0;
}


当前提供的引用内容并未涉及 PAT 1003 的具体描述或解决方案。然而,可以基于 PAT 题目的常见模式以及算法竞赛的知识体系来推测其可能的内容。 通常情况下,PAT(Programming Ability Test)中的题目会围绕常见的数据结构与算法展开,例如字符串处理、动态规划、图论、贪心算法等。对于 PAT 1003,虽然具体的题目尚未提供,但可以根据 PAT 考试的特点推断出一些通用的信息: ### 可能的主题范围 如果 PAT 1003 是一道典型的编程题,则它可能会涉及到以下主题之一: - **字符串操作**:如子串匹配、正则表达式应用等。 - **数组/列表操作**:查找最大值、最小值或者特定条件下的元素组合。 - **基本算法设计**:如排序、二分查找或其他基础算法的应用。 以下是针对假设场景下的一般性讨论和代码实现示例。 --- #### 假设情景一:字符串处理类问题 假如 PAT 1003 涉及到字符串的操作,比如统计字符频率并按某种规则排序输出,那么可以用如下方法解决: ```python from collections import Counter def process_string(s): count = Counter(s) # 统计每个字符出现次数 result = sorted(count.items(), key=lambda x: (-x[1], ord(x[0]))) # 排序逻辑 return ''.join([char * freq for char, freq in result]) input_str = input().strip() output_str = process_string(input_str) print(output_str) ``` 上述代码实现了对输入字符串中各字符按照频次降序排列的功能[^4]。若有相同频次,则依据 ASCII 编码顺序升序排列。 --- #### 假设情景二:简单数值计算型问题 另一种可能性是该题属于简单的数值运算范畴,例如求解一组数列的平均值及其偏差情况。 ```python import math def calculate_statistics(numbers): mean_value = sum(numbers) / len(numbers) variance = sum((num - mean_value)**2 for num in numbers) / len(numbers) std_deviation = math.sqrt(variance) return round(mean_value, 2), round(std_deviation, 2) raw_input = list(map(float, input().split())) mean, deviation = calculate_statistics(raw_input) print(f"{mean} {deviation}") ``` 此段程序能够接收一系列浮点数作为输入,并返回它们的均值与标准差结果[^5]。 --- 尽管目前无法确切得知 PAT 1003 的具体内容,但从以往经验来看,大多数此类考试都会集中考察考生的基础编码能力与逻辑思维水平。
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