Six Degrees of Cowvin Bacon (最短路)
2017-12-10 19:49
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The cows have been making movies lately, so they are ready to play a variant of the famous game "Six Degrees of Kevin Bacon".
The game works like this: each cow is considered to be zero degrees of separation (degrees) away from herself. If two distinct cows have been in a movie together, each is considered to be one 'degree' away from the other. If a two cows have never worked together
but have both worked with a third cow, they are considered to be two 'degrees' away from each other (counted as: one degree to the cow they've worked with and one more to the other cow). This scales to the general case.
The N (2 <= N <= 300) cows are interested in figuring out which cow has the smallest average degree of separation from all the other cows. excluding herself of course. The cows have made M (1 <= M <=
10000) movies and it is guaranteed that some relationship path exists between every pair of cows.
Input
* Line 1: Two space-separated integers: N and M
* Lines 2..M+1: Each input line contains a set of two or more space-separated integers that describes the cows appearing in a single movie. The first integer is the number of cows participating in the described movie, (e.g., Mi); the subsequent Mi integers
tell which cows were.
Output
* Line 1: A single integer that is 100 times the shortest mean degree of separation of any of the cows.
Sample Input
4 2
3 1 2 3
2 3 4
Sample Output
100
Hint
[Cow 3 has worked with all the other cows and thus has degrees of separation: 1, 1, and 1 -- a mean of 1.00 .]
思路:最短路问题。
在建图的时候要注意将对角线一列设为0,其余在初始状态下设为INF无穷大
然后将在一个集合的元素之间的距离设为1(这里的图为对称矩阵!!)
之后再用Floyd算法更新间接有关系的坐标Map[i][j]=min(Map[i][j],Map[i][k]+Map[k][j]);
最后输出Min*100/(n-1)(这里注意,一定要先乘100,再去取平均,int的数不能整除的话会舍去小数点后面的数,导致结果扩大100倍后误差较大!!!)
#include<cstdio>
#include<cstring>
#include<algorithm>
#define INF 99999999
using namespace std;
int main()
{
int n,m,t,a[305];
int Map[305][305];
scanf("%d %d",&n,&m);
for(int i=0;i<=n;i++)
{
Map[i][i]=0;
for(int j=i+1;j<=n;j++)
Map[i][j]=Map[j][i]=INF;
}
for(int i=1;i<=m;i++)
{
scanf("%d",&t);
for(int j=1;j<=t;j++)
scanf("%d",&a[j]);
for(int x=1;x<=t;x++)
for(int y=x+1;y<=t;y++)
Map[a[x]][a[y]]=Map[a[y]][a[x]]=1;
}
for(int k=1;k<=n;k++)//Floyd算法
{
for(int i=1;i<=n;i++)
{
for(int j=1;j<=n;j++)
{
Map[i][j]=min(Map[i][j],
Map[i][k]+Map[k][j]);
}
}
}
/*for(int i=1;i<=n;i++){
for(int j=1;j<=n;j++)
printf("%10d",Map[i][j]);
printf("\n");
}*/
int Min=INF,temp;
for(int i=1;i<=n;i++)
{
temp=0;
for(int j=1;j<=n;j++)
temp+=Map[i][j];
if(temp<Min)
Min=temp;
}
printf("%d\n",Min*100/(n-1));//重要点,先乘后除,防止误差过大
return 0;
}
The game works like this: each cow is considered to be zero degrees of separation (degrees) away from herself. If two distinct cows have been in a movie together, each is considered to be one 'degree' away from the other. If a two cows have never worked together
but have both worked with a third cow, they are considered to be two 'degrees' away from each other (counted as: one degree to the cow they've worked with and one more to the other cow). This scales to the general case.
The N (2 <= N <= 300) cows are interested in figuring out which cow has the smallest average degree of separation from all the other cows. excluding herself of course. The cows have made M (1 <= M <=
10000) movies and it is guaranteed that some relationship path exists between every pair of cows.
Input
* Line 1: Two space-separated integers: N and M
* Lines 2..M+1: Each input line contains a set of two or more space-separated integers that describes the cows appearing in a single movie. The first integer is the number of cows participating in the described movie, (e.g., Mi); the subsequent Mi integers
tell which cows were.
Output
* Line 1: A single integer that is 100 times the shortest mean degree of separation of any of the cows.
Sample Input
4 2
3 1 2 3
2 3 4
Sample Output
100
Hint
[Cow 3 has worked with all the other cows and thus has degrees of separation: 1, 1, and 1 -- a mean of 1.00 .]
思路:最短路问题。
在建图的时候要注意将对角线一列设为0,其余在初始状态下设为INF无穷大
然后将在一个集合的元素之间的距离设为1(这里的图为对称矩阵!!)
之后再用Floyd算法更新间接有关系的坐标Map[i][j]=min(Map[i][j],Map[i][k]+Map[k][j]);
最后输出Min*100/(n-1)(这里注意,一定要先乘100,再去取平均,int的数不能整除的话会舍去小数点后面的数,导致结果扩大100倍后误差较大!!!)
#include<cstdio>
#include<cstring>
#include<algorithm>
#define INF 99999999
using namespace std;
int main()
{
int n,m,t,a[305];
int Map[305][305];
scanf("%d %d",&n,&m);
for(int i=0;i<=n;i++)
{
Map[i][i]=0;
for(int j=i+1;j<=n;j++)
Map[i][j]=Map[j][i]=INF;
}
for(int i=1;i<=m;i++)
{
scanf("%d",&t);
for(int j=1;j<=t;j++)
scanf("%d",&a[j]);
for(int x=1;x<=t;x++)
for(int y=x+1;y<=t;y++)
Map[a[x]][a[y]]=Map[a[y]][a[x]]=1;
}
for(int k=1;k<=n;k++)//Floyd算法
{
for(int i=1;i<=n;i++)
{
for(int j=1;j<=n;j++)
{
Map[i][j]=min(Map[i][j],
Map[i][k]+Map[k][j]);
}
}
}
/*for(int i=1;i<=n;i++){
for(int j=1;j<=n;j++)
printf("%10d",Map[i][j]);
printf("\n");
}*/
int Min=INF,temp;
for(int i=1;i<=n;i++)
{
temp=0;
for(int j=1;j<=n;j++)
temp+=Map[i][j];
if(temp<Min)
Min=temp;
}
printf("%d\n",Min*100/(n-1));//重要点,先乘后除,防止误差过大
return 0;
}
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