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POJ-3255-次短路问题

2024-07-14 10:59:12   222人阅读

Roadblocks
Time Limit: 2000MS Memory Limit: 65536K
Total Submissions: 7149 Accepted: 2663

Description

Bessie has moved to a small farm and sometimes enjoys returning to visit one of her best friends. She does not want to get to her old home too quickly, because she likes the scenery along the way. She has decided to take the second-shortest rather than the shortest path. She knows there must be some second-shortest path.

The countryside consists of R (1 ≤ R ≤ 100,000) bidirectional roads, each linking two of the N (1 ≤N ≤ 5000) intersections, conveniently numbered 1..N. Bessie starts at intersection 1, and her friend (the destination) is at intersectionN.

The second-shortest path may share roads with any of the shortest paths, and it may backtrack i.e., use the same road or intersection more than once. The second-shortest path is the shortest path whose length is longer than the shortest path(s) (i.e., if two or more shortest paths exist, the second-shortest path is the one whose length is longer than those but no longer than any other path).

Input

Line 1: Two space-separated integers: N andR
Lines 2..R+1: Each line contains three space-separated integers: A,B, and D that describe a road that connects intersections A andB and has length D (1 ≤ D ≤ 5000)

Output

Line 1: The length of the second shortest path between node 1 and nodeN

Sample Input

4 4
1 2 100
2 4 200
2 3 250
3 4 100

Sample Output

450

Hint

Two routes: 1 -> 2 -> 4 (length 100+200=300) and 1 -> 2 -> 3 -> 4 (length 100+250+100=450)

Source

USACO 2006 November Gold

本题目的意思就是要求次短路。我用两种方法求解：
（一）利用dijkstra算法进行适当修改，到某个顶点v的次短路：(1)其他某个顶点u的最短路加上u->v的边长;(2)其他某个顶点u的次短路加上u->v的边长。所以我们要求出到所有
           顶点的最短路和次短路。因此对每个顶点，同时记录最短距离和次短距离（开两个数组记录，用dijkstra算法不断更新）。
#include<queue>
#include<vector>
#include<iostream>
#include<stdio.h>
#include<string.h>
#include<algorithm>
using namespace std;

const int INF=1000000000;
const int max_e=200000+5;
typedef pair<int,int>P;
struct edge{
    int to,dis;
    edge(int to,int dis){
        this -> to = to;
        this -> dis = dis;
    }
};
int N,R;
int a,b,c;
int dis[5005];         //记录最短路径
int disc[5005];       //记录次短路径
vector<edge>G[max_e];

void dijkstra(){
    fill(dis+1,dis+N+1,INF);
    fill(disc+1,disc+N+1,INF);
    priority_queue<P,vector<P>,greater<P> >q;
    dis[1]=0;
    q.push(P(0,1));
    while(q.size()){
        P p=q.top();
        q.pop();
        int dd=p.first;
        int v=p.second;
        if(disc[v]<dd) continue;
        for(int i=0;i<G[v].size();i++){
            edge& e=G[v][i];
            int d=dd+e.dis;
            if(dis[e.to]>d){
                swap(dis[e.to],d);
                q.push(P(dis[e.to],e.to));
            }
            if(disc[e.to]>d&&dis[e.to]<d){   
                disc[e.to]=d;
                q.push(P(disc[e.to],e.to));
            }
        }
    }
    cout<<disc[N]<<endl;
}

int main()
{
    scanf("%d%d",&N,&R);
    for(int i=1;i<=R;i++){
        scanf("%d%d%d",&a,&b,&c);
        G[a].push_back(edge(b,c));
        G[b].push_back(edge(a,c));
    }
    dijkstra();
    return 0;
}

（二）一个巧妙的方法，利用dijkstra双向求出起点到每一点的最短路，以及每一点到终点的最短路径，然后枚举每一条边，就可以得到次短路了。此方法也可以拓展成求第K短
           路问题，不过要注意时间复杂度。
#include<queue>
#include<vector>
#include<iostream>
#include<stdio.h>
#include<string.h>
#include<algorithm>
using namespace std;

const int INF=1000000000;
const int max_e=200000+5;
typedef pair<int,int>P;
struct edge{
    int to,dis;
    edge(int to,int dis){
        this -> to = to;
        this -> dis = dis;
    }
};
struct dd{
    int x,y;
    int sum;
}an[200005];

int N,R;
int a,b,c;
int d1[5005];
int d2[5005];
vector<edge>G[max_e];

void dijkstra(int dis[],int s){
    fill(dis+1,dis+N+1,INF);
    priority_queue<P,vector<P>,greater<P> >q;
    dis[s]=0;
    q.push(P(0,s));
    while(q.size()){
        P p=q.top();
        q.pop();
        int v=p.second;
        if(dis[v]<p.first) continue;
        for(int i=0;i<G[v].size();i++){
            edge& e=G[v][i];
            if(dis[e.to]>dis[v]+e.dis){
                dis[e.to]=dis[v]+e.dis;
                q.push(P(dis[e.to],e.to));
            }
        }
    }
}

int main()
{
    int K=0;
    scanf("%d%d",&N,&R);
    for(int i=1;i<=R;i++){
        scanf("%d%d%d",&a,&b,&c);
        G[a].push_back(edge(b,c));
        G[b].push_back(edge(a,c));
        an[K].x=a; an[K].y=b; an[K].sum=c; K++;
        an[K].x=b; an[K].y=a; an[K].sum=c; K++;
    }
    dijkstra(d1,1);
    dijkstra(d2,N);
    int ans=INF;    //cout<<ans<<" "<<d1[N]<<endl;
    for(int i=1;i<=K;i++){
        int aa=d1[an[i].x]+d2[an[i].y]+an[i].sum;
        if(aa>d1[N]){
            ans=min(ans,aa);
        }
    }cout<<ans<<endl;
    return 0;
}


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