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, respectively. 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
Sample Input 1:
10 15
0 1 0 1 1
8 0 0 1 1
4 8 1 1 1
3 4 0 3 2
3 9 1 4 1
0 6 0 1 1
7 5 1 2 1
8 5 1 2 1
2 3 0 2 2
2 1 1 1 1
1 3 0 3 1
1 4 0 1 1
9 7 1 3 1
5 1 0 5 2
6 5 1 1 2
3 5
Sample Output 1:
Distance = 6: 3 -> 4 -> 8 -> 5
Time = 3: 3 -> 1 -> 5
Sample Input 2:
7 9
0 4 1 1 1
1 6 1 1 3
2 6 1 1 1
2 5 1 2 2
3 0 0 1 1
3 1 1 1 3
3 2 1 1 2
4 5 0 2 2
6 5 1 1 2
3 5
Sample Output 2:
Distance = 3; Time = 4: 3 -> 2 -> 5
思路:直接用dfs,但是最后一个测试点会超时。
程序:
#include <cstdio>
#include <iostream>
#include <vector>
#include <algorithm>
using namespace std;
int n,m;
int dist[505][505];
int times[505][505];
int minDist = 100000000;
int now_dist = 0;
vector<int> shortest_road;
vector<int> fastest_road;
vector<int> road1;//唯一的最短路
vector<int> road2;//唯一的用时最少的路
int minTime = 100000000;
int now_time = 0;
int minTime2 = 100000000;
int now_time2 = 0;
int vis[500];
void dfs(int start,int end)
{
if(start == end)
{
if(now_dist < minDist)
{
minTime = now_time;
minDist = now_dist;
road1 = shortest_road;
}
else if(now_dist == minDist)
{
if(now_time < minTime)
{
minTime = now_time;
road1 = shortest_road;
}
}
if(now_time2 < minTime2)
{
minTime2 = now_time2;
road2 = fastest_road;
}
else if(now_time2 == minTime2)
{
if(road2.size() > fastest_road.size())
road2 = fastest_road;
}
return;
}
for(int i = 0; i < n; i++)
{
if(dist[start][i] && !vis[i])
{
vis[i] = 1;
now_dist += dist[start][i];
shortest_road.push_back(i);
now_time += times[start][i];
fastest_road.push_back(i);
now_time2 += times[start][i];
dfs(i,end);
now_time2 -= times[start][i];
fastest_road.pop_back();
now_dist -= dist[start][i];
vis[i] = 0;
now_time -= times[start][i];
shortest_road.pop_back();
}
}
}
int main()
{
scanf("%d%d",&n,&m);
for(int i = 0; i < m; i++)
{
int a,b,one_way,len,time;
scanf("%d%d%d%d%d",&a,&b,&one_way,&len,&time);
if(one_way)
{
dist[a][b] = len;
times[a][b] = time;
}
else
{
dist[a][b] = dist[b][a] = len;
times[a][b] = times[b][a] = time;
}
}
int start,end;
scanf("%d%d",&start,&end);
vis[start] = 1;
dfs(start,end);
bool flag = true;
if(road1.size() == road2.size())
{
for(int i = 0; i < road1.size(); i++)
{
if(road1[i] != road2[i])
{
flag = false;
break;
}
}
}
else
flag = false;
if(!flag)
{
printf("Distance = %d:",minDist);
printf(" %d",start);
for(int i = 0; i < road1.size(); i++)
{
printf(" -> %d",road1[i]);
}
printf("\n");
printf("Time = %d: %d",minTime2,start);
for(int i = 0; i < road2.size(); i++)
{
printf(" -> %d",road2[i]);
}
printf("\n");
}
else
{
printf("Distance = %d; Time = %d: %d",minDist,minTime2,start);
for(int i = 0; i < road1.size(); i++)
{
printf(" -> %d",road1[i]);
}
printf("\n");
}
return 0;
}
参考别人的代码,用的dijkstra;
程序:
#include <cstdio>
#include <algorithm>
#include <vector>
using namespace std;
const int inf = 99999999;
int dis[510],Time[510],e[510][510],w[510][510],dispre[510],weight[510];
int vis[510];
vector<int> dispath,Timepath,temppath,Timepre[510];
int st,fin,minnode = inf;
void dfsdispath(int v)
{
dispath.push_back(v);
// printf("%d ",v);
if(v == st) return;
dfsdispath(dispre[v]);
}
void dfsTimepath(int v)
{
temppath.push_back(v);
if(v == st)
{
if(temppath.size() < minnode)
{
minnode = temppath.size();
Timepath = temppath;
}
}
for(int i = 0; i < Timepre[v].size(); i++)
dfsTimepath(Timepre[v][i]);
temppath.pop_back();
}
int main()
{
fill(dis,dis+510,inf);
fill(Time,Time+510,inf);
fill(weight,weight+510,inf);
fill(e[0],e[0]+510*510,inf);
fill(w[0],w[0]+510*510,inf);
int n,m;
scanf("%d%d",&n,&m);
int a,b,flag,len,t;
for(int i = 0; i < m; i++)
{
scanf("%d%d%d%d%d",&a,&b,&flag,&len,&t);
e[a][b] = len;
w[a][b] = t;
if(flag != 1)
{
e[b][a] = len;
w[b][a] = t;
}
}
scanf("%d%d",&st,&fin);
dis[st] = 0;
weight[st] = 0;
//Dijsktra
for(int i = 0; i < n; i++)
dispre[i] = i;
for(int i = 0; i < n; i++)
{
int u = -1,minn = inf;
for(int j = 0; j < n; j++)
{
if(!vis[j] && dis[j] < minn)
{
minn = dis[j];
u = j;
}
}
if(u == -1) break;
vis[u] = 1;
for(int j = 0; j < n; j++)
{
if(!vis[j] && e[u][j] != inf)
{
if(e[u][j] + dis[u] < dis[j])
{
dis[j] = e[u][j] + dis[u];
dispre[j] = u;
weight[j] = weight[u] + w[u][j];
}
else if(e[u][j] + dis[u] == dis[j] && weight[u] + w[u][j] < weight[j])
{
weight[j] = weight[u] + w[u][j];
dispre[j] = u;
}
}
}
}
dfsdispath(fin);
Time[st] = 0;
fill(vis,vis+510,0);
for(int i = 0; i < n; i++)
{
int u = -1,minn = inf;
for(int j = 0; j < n; j++)
{
if(!vis[j] && minn > Time[j])
{
u = j;
minn = Time[j];
}
}
if(u == -1) break;
vis[u] = 1;
for(int j = 0; j < n; j++)
{
if(!vis[j] && w[u][j] != inf)
{
if(Time[u] + w[u][j] < Time[j])
{
Time[j] = Time[u] + w[u][j];
Timepre[j].clear();
Timepre[j].push_back(u);
}
else if(Time[u] + w[u][j] == Time[j])
{
Timepre[j].push_back(u);
}
}
}
}
dfsTimepath(fin);
printf("Distance = %d",dis[fin]);
if(dispath == Timepath)
printf("; Time = %d: ",Time[fin]);
else
{
printf(": ");
for(int i = dispath.size() - 1; i >= 0; i--)
{
printf("%d",dispath[i]);
if(i != 0) printf(" -> ");
}
printf("\nTime = %d: ",Time[fin]);
}
for(int i = Timepath.size() - 1; i >= 0; i--)
{
printf("%d",Timepath[i]);
if(i != 0) printf(" -> ");
}
return 0;
}
本文介绍了一个寻找从起点到终点的最短距离和最快时间路径的问题。通过两种不同的算法实现:一种是深度优先搜索(DFS),另一种是迪杰斯特拉算法(Dijkstra)。详细解释了两种算法的实现过程,并给出了具体的代码示例。
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