PAT 1111. Online Map (30)

本文介绍如何使用Dijkstra算法解决寻找两点间最短路径的问题,并特别关注于找到距离最短与耗时最少的两条路径。通过具体的实现代码展示了算法细节及路径选择的策略。

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Input our current position and a destination, an online map can
recommend several paths. Now your job is to recommend two paths to
your user: one is the shortest, and the other is the fastest. It is
guaranteed that a path exists for any request.

Input Specification:

Each input file contains one test case. For each case, the first line
gives two positive integers N (2 <= N <= 500), and M, being the total
number of streets intersections on a map, and the number of streets,

  1. Then M lines follow, each describes a street in the
    format:

V1 V2 one-way length time

where V1 and V2 are the indices (from 0 to N-1) of the two ends of the
street; one-way is 1 if the street is one-way from V1 to V2, or 0 if
not; length is the length of the street; and time is the time taken to
pass the street.

Finally a pair of source and destination is given.

Output Specification:

For each case, first print the shortest path from the source to the
destination with distance D in the format:

Distance = D: source -> v1 -> ... -> destination

Then in the next line print the fastest path with total time T:

Time = T: source -> w1 -> ... -> destination

In case the shortest path is not unique, output the fastest one among
the shortest paths, which is guaranteed to be unique. In case the
fastest path is not unique, output the one that passes through the
fewest intersections, which is guaranteed to be unique.

In case the shortest and the fastest paths are identical, print them
in one line in the format:

Distance = D; Time = T: source -> u1 -> ... -> destination

原题


思路:
这道题其实不难,就是麻烦。利用Dijkstra算法求最短路径即可。
但是这里的最短路径分别是最短长度(长度相同时要时间短的)和最短时间(时间相同时要经过的点少的)
而要求这2个量需要使用prev数组来保存路径。当遇到相同长度的值时,需要创建2条路径来比对。因此需要注意恢复。

  int t=prev[i];
  ans=get_path(prev,i);
  prev[i]=v1;
  auto tt=get_path(prev,i);
  if(f2(tt)<f2(ans))
    ans=tt;
  else
  prev[i]=t;

正确代码:

#include <cstdio>
#include <string>
#include <vector>
#include <set>
#include <cmath>
#include <algorithm>
#include <fstream>
#include <iostream>
#include <limits>
#include <assert.h>
#include <memory.h>
#include <map>
#include <stack>
using namespace std;

#define INT_MAX       2147483647
#define repeat(n) for(int _i=0;_i<n;_i++)
typedef long long ll;
int N,M;
#define INPUT cin>>N>>M
#define get_v1(v) (v/500)
#define get_v2(v) (v%500)

int road[501][501]={0};
int len[501][501]={0},u_time[501][501]={0};
int dist1[501];
int src,dst;

typedef vector<int> path;
int cal_time(const path& p)
{
    int s=0;
    for(int i=1;i<p.size();i++)
        s+=u_time[p[i-1]][p[i]];
    return s;
}
int cal_path(const path& p)
{
    int s=0;
    for(int i=1;i<p.size();i++)
        s+=len[p[i-1]][p[i]];
    return s;
}
path get_path(int *prev,int s)
{
    path r;r.push_back(s);
    while(prev[s]!=-1)
    {
        r.push_back(prev[s]);
        s=prev[s];
    }
    return r;
}
int cal_intersections(const path& p){return p.size();}
void print_path(const path& p)
{
    for(int i=p.size()-1;i>0;i--)
        printf("%d -> ",p[i]);
    cout<<p[0]<<endl;
}

typedef int (* fun)(const path& );

path find_path(int* dist,int len[][501],fun f1,fun f2)
{
    dist[src]=0;
    int visited[501]={0};
    int prev[501]={0};
    memset(prev,-1,501*4);
    path ans;
    while(1)
    {
        int v1=-1;
        for(int i=0;i<N;i++)
        if(!visited[i]){
            if(v1==-1) v1=i; else
            if(dist[i]<dist[v1])
                v1=i;
        }
        //find min v1 
        visited[v1]=1;
        if(v1==dst)
        {
            return get_path(prev,dst);
        }
        if(dist[v1]>dist[dst])
            assert(0);
        for(int i=0;i<N;i++)
            if(road[v1][i]&&(!visited[i]))
            {

                if(dist[i]>dist[v1]+len[v1][i]){
                    dist[i]=dist[v1]+len[v1][i];
                    prev[i]=v1;
                }else if(dist[i]==dist[v1]+len[v1][i])
                {
                    int t=prev[i];
                    ans=get_path(prev,i);
                    prev[i]=v1;
                    auto tt=get_path(prev,i);
                    if(f2(tt)<f2(ans))
                        ans=tt;
                    else
                    prev[i]=t;
                }
            }
    }
    return ans;
}
int use_time[501];

int main()
{
#ifdef _DEBUG
    fstream cin("input.txt");
#endif
    (INPUT);
    for(int i=0;i<M;i++)
    {
        int v1,v2,one,l,t;
        cin>>v1>>v2>>one>>l>>t;
        road[v1][v2]=1;
        if(!one)
            road[v2][v1]=1;
        len[v1][v2]=len[v2][v1]=l;
        u_time[v1][v2]=u_time[v2][v1]=t;
        assert(v1<N&&v2<N);
    }
    cin>>src>>dst;
    assert(N<501);
    //end input
    for(int i=0;i<N;i++) dist1[i]=INT_MAX;
    const auto & p1=find_path(dist1,len,&cal_path,&cal_time);
    for(int i=0;i<N;i++) dist1[i]=INT_MAX;
    const auto & p2=find_path(dist1,u_time,&cal_time,&cal_intersections );

    if(p1==p2)
    {
        printf("Distance = %d; Time = %d: ",cal_path(p1),cal_time(p1));
        print_path(p1);
    }
    else{
        printf("Distance = %d: ",cal_path(p1));
        print_path(p1);
        printf("Time = %d: ",cal_time(p2));
        print_path(p2);
    }
    return 0;
}

使用vector来存储路径,用set来取得最小路径。结构更容易理解。
不知道为什么有一个点出问题:

#include <cstdio>
#include <string>
#include <vector>
#include <set>
#include <cmath>
#include <algorithm>
#include <fstream>
#include <iostream>
#include <limits>
#include <assert.h>
#include <map>
#include <stack>
using namespace std;

#define INT_MAX       2147483647
#define repeat(n) for(int _i=0;_i<n;_i++)
typedef long long ll;
int N,M;
#define INPUT cin>>N>>M
#define get_v1(v) (v/500)
#define get_v2(v) (v%500)

int road[501][501]={0};
int len[501][501]={0},u_time[501][501]={0};
int dist1[501];
int src,dst;

typedef vector<int> path;
int cal_time(const path& p)
{
    int s=0;
    for(int i=1;i<p.size();i++)
        s+=u_time[p[i-1]][p[i]];
    return s;
}
int cal_path(const path& p)
{
    int s=0;
    for(int i=1;i<p.size();i++)
        s+=len[p[i-1]][p[i]];
    return s;
}
int cal_intersections(const path& p){return p.size();}
void print_path(const path& p)
{
    for(int i=0;i<p.size()-1;i++)
        printf("%d -> ",p[i]);
    cout<<p[p.size()-1]<<endl;
}

typedef int (* fun)(const path& );

path find_path(int* dist,int len[][501],fun f1,fun f2)
{
    auto f=[&f1,&f2](const path& v1,const path& v2)->bool
    {
        int l1=f1(v1),l2=f1(v2);
            if(l1==l2)
                return f2(v1)<f2(v2);
            return l1<l2;
    };
    set<path,decltype(f)> search(f);
    dist[src]=0;
    int visited[501]={0};
    int min_len=INT_MAX;
    path ans(1,src);
    search.insert(ans);
    while(!search.empty())
    {
        const auto p1=*search.begin();
        int v1=*p1.rbegin();
        visited[v1]=1;
        search.erase(search.begin());
        if(v1==dst)
        {
            return p1;
        }
        if(dist[v1]>dist[dst])
            break;
        for(int i=0;i<N;i++)
            if(road[v1][i]&&(dist[i]>=dist[v1]+len[v1][i]))
            {
                dist[i]=dist[v1]+len[v1][i];
                auto t=p1;
                t.push_back(i);
                search.insert(t);
            }
    }
    while(1) dist;
    assert(0);
    return ans;
}
int use_time[501];

int main()
{
#ifdef _DEBUG
    fstream cin("input.txt");
#endif
    (INPUT);
    for(int i=0;i<M;i++)
    {
        int v1,v2,one,l,t;
        cin>>v1>>v2>>one>>l>>t;
        road[v1][v2]=1;
        if(!one)
            road[v2][v1]=1;
        len[v1][v2]=len[v2][v1]=l;
        u_time[v1][v2]=u_time[v2][v1]=t;
        assert(v1<N&&v2<N);
    }
    cin>>src>>dst;
    assert(N<501);
    //end input
    for(int i=0;i<N;i++) dist1[i]=INT_MAX;
    const auto & p1=find_path(dist1,len,&cal_path,&cal_time);
    for(int i=0;i<N;i++) dist1[i]=INT_MAX;
    const auto & p2=find_path(dist1,u_time,&cal_time,&cal_intersections );

    if(p1==p2)
    {
        printf("Distance = %d; Time = %d: ",cal_path(p1),cal_time(p1));
        print_path(p1);
    }
    else{
        printf("Distance = %d: ",cal_path(p1));
        print_path(p1);
        printf("Time = %d: ",cal_time(p2));
        print_path(p2);
    }
    return 0;
}
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