POJ 1797 Heavy Transportation （Dijkstra算法，求路径的最小值中的最大值）

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本文深入探讨了深度学习在人工智能领域的应用，包括卷积神经网络、循环神经网络、自动推理系统等关键技术，并展示了它们在图像处理、语音识别、自然语言处理等场景中的实际应用案例。

Heavy Transportation

Time Limit: 3000MS		Memory Limit: 30000K
Total Submissions: 17314		Accepted: 4546

Description

Background
Hugo Heavy is happy. After the breakdown of the Cargolifter project he can now expand business. But he needs a clever man who tells him whether there really is a way from the place his customer has build his giant steel crane to the place where it is needed on which all streets can carry the weight.
Fortunately he already has a plan of the city with all streets and bridges and all the allowed weights.Unfortunately he has no idea how to find the the maximum weight capacity in order to tell his customer how heavy the crane may become. But you surely know.

Problem
You are given the plan of the city, described by the streets (with weight limits) between the crossings, which are numbered from 1 to n. Your task is to find the maximum weight that can be transported from crossing 1 (Hugo's place) to crossing n (the customer's place). You may assume that there is at least one path. All streets can be travelled in both directions.

Input

The first line contains the number of scenarios (city plans). For each city the number n of street crossings (1 <= n <= 1000) and number m of streets are given on the first line. The following m lines contain triples of integers specifying start and end crossing of the street and the maximum allowed weight, which is positive and not larger than 1000000. There will be at most one street between each pair of crossings.

Output

The output for every scenario begins with a line containing "Scenario #i:", where i is the number of the scenario starting at 1. Then print a single line containing the maximum allowed weight that Hugo can transport to the customer. Terminate the output for the scenario with a blank line.

Sample Input

Sample Output

Scenario #1:
4

Source

TUD Programming Contest 2004, Darmstadt, Germany

这题每条路径的流量是经过的最小值，求最大流量。

使用Dijkstra算法的变形，路径长度是经过的最小值，然后是求最大值。

//============================================================================
// Name        : POJ.cpp
// Author      : 
// Version     :
// Copyright   : Your copyright notice
// Description : Hello World in C++, Ansi-style
//============================================================================

#include <iostream>
#include <stdio.h>
#include <string.h>
#include <algorithm>
#include <map>
#include <queue>
#include <vector>
#include <string>
#include <math.h>
using namespace std;
const int MAXN=1010;
const int INF=0x3f3f3f3f;
int cost[MAXN][MAXN];
int dist[MAXN];
bool vis[MAXN];

void Dijkstra(int n,int beg)
{
    for(int i=1;i<=n;i++)
    {
        dist[i]=0;
        vis[i]=false;
    }
    dist[beg]=INF;
    for(int j=0;j<n;j++)
    {
        int k=-1;
        int Max=0;
        for(int i=1;i<=n;i++)
            if(!vis[i]&&dist[i]>Max)
            {
                Max=dist[i];
                k=i;
            }
        if(k==-1)break;
        vis[k]=true;
        for(int i=1;i<=n;i++)
            if(!vis[i]&&min(dist[k],cost[k][i])>dist[i] )
                dist[i]=min(dist[k],cost[k][i]);
    }
}

int main()
{
//    freopen("in.txt","r",stdin);
//    freopen("out.txt","w",stdout);
    int T;
    int n,m;
    scanf("%d",&T);
    int iCase=0;
    while(T--)
    {
        iCase++;
        scanf("%d%d",&n,&m);
        memset(cost,0,sizeof(cost));
        int u,v,w;
        while(m--)
        {
            scanf("%d%d%d",&u,&v,&w);
            cost[u][v]=cost[v][u]=max(cost[u][v],w);
        }
        Dijkstra(n,1);
        printf("Scenario #%d:\n",iCase);
        printf("%d\n\n",dist[n]);
    }
    return 0;
}