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Average distance

Time Limit: 1000/1000 MS (Java/Others)    Memory Limit: 32768/32768 K (Java/Others)
Total Submission(s): 682    Accepted Submission(s): 244
Special Judge

Problem Description
Given a tree, calculate the average distance between two vertices in the tree. For example, the average distance between two vertices in the following tree is (d01 + d02 + d03 + d04 + d12 +d13 +d14 +d23 +d24 +d34)/10 = (6+3+7+9+9+13+15+10+12+2)/10 = 8.6.

 
Input
On the first line an integer t (1 <= t <= 100): the number of test cases. Then for each test case:

One line with an integer n (2 <= n <= 10 000): the number of nodes in the tree. The nodes are numbered from 0 to n - 1.

n - 1 lines, each with three integers a (0 <= a < n), b (0 <= b < n) and d (1 <= d <= 1 000). There is an edge between the nodes with numbers a and b of length d. The resulting graph will be a tree.

 
Output
For each testcase:

One line with the average distance between two vertices. This value should have either an absolute or a relative error of at most 10-6

 
Sample Input
1
5
0 1 6
0 2 3
0 3 7
3 4 2
 
Sample Output
8.6
 
Source
 
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哎,思路想复杂了,其实蛮简单的:

转一发题解:

引:如果暴力枚举两点再求距离是显然会超时的。转换一下思路,我们可以对每条边,求所有可能的路径经过此边的次数:设这条边两端的点数分别为A和B,那 么这条边被经过的次数就是A*B,它对总的距离和的贡献就是(A*B*此边长度)。我们把所有边的贡献求总和,再除以总路径数N*(N-1)/2,即为最 后所求。

每条边两端的点数的计算,实际上是可以用一次dfs解决的。任取一点为根,在dfs的过程中,对每个点k记录其子树包含的点数(包括其自身),设点数为a[k],则k的父亲一侧的点数即为N-a[k]。这个统计可以和遍历同时进行。故时间复杂度为O(n)。

16447376 2016-03-06 09:40:59 Accepted 2376 312MS 4540K 2093 B C++ czy
 #include <cstdio>
#include <cstring>
#include <iostream>
#include <algorithm>
#include <stack>
#include <cctype>
#include <vector>
#include <cmath>
#include <map>
#include <queue> #define ll long long
#define N 10005
#define eps 1e-8 using namespace std; int T;
double tot[N];
double cou[N];
double num;
int n; struct PP
{
int to;
double val;
}; vector<PP>Edge[N]; PP te; void add_adge(int from,int to,double val)
{
te.to = to;te.val = val;
Edge[from].push_back(te);
te.to = from;te.val = val;
Edge[to].push_back(te);
} void dfs(int now,int fa)
{
unsigned int i;
PP nt;
cou[now] = ;
for(i = ;i < Edge[now].size();i++){
nt.to = Edge[now][i].to;
nt.val = Edge[now][i].val;
if(nt.to == fa){
continue;
}
dfs(nt.to,now);
tot[now] = tot[now] + tot[nt.to] + (n-cou[nt.to]) * cou[nt.to] * nt.val;
cou[now] = cou[now] + cou[nt.to];
//printf(" now = %d i=%d to=%d tot=%.6f cou=%.6lf\n",now,i,nt.to,tot[now],cou[now]);
}
//printf(" i=%d tot=%.6f cou=%.6f\n",now,tot[now],cou[now]);
} int main()
{
//freopen("in.txt","r",stdin);
scanf("%d",&T);
int i;
int from,to;
double val;
for(int ccnt=;ccnt<=T;ccnt++){
//while(scanf("%lf%lf%lf%lf",&a[0],&a[1],&a[2],&a[3])!=EOF){
scanf("%d",&n);
memset(tot,,sizeof(tot));
memset(cou,,sizeof(cou));
num = 1.0 *n*(n-)/;
for(i=;i<=n;i++){
Edge[i].clear();
}
for(i=;i<=n-;i++){
scanf("%d%d%lf",&from,&to,&val);
add_adge(from,to,val);
}
dfs(,-);
//for(i=0;i<n;i++){
// for(int j=0;j<Edge[i].size();j++){
// printf(" i=%d to=%d val=%.6lf\n",i,Edge[i][j].to,Edge[i][j].val);
// }
// }
for(i=;i<n;i++){
//printf(" i=%d tot=%.6f cou=%.6f\n",i,tot[i],cou[i]);
}
printf("%lf\n",tot[]/num);
}
return ;
}

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