hdu-4081(次小生成树)

本文探讨了一个基于次小生成树算法的历史故事问题,秦始皇欲连接全国城市,通过寻找最优道路布局,使得非魔法道路总长度最小化,同时最大化受益人口与成本比。文章详细介绍了算法实现过程,包括Prim算法的应用和比率计算。

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题目:http://acm.hdu.edu.cn/showproblem.php?pid=4081

During the Warring States Period of ancient China(476 BC to 221 BC), there were seven kingdoms in China ---- they were Qi, Chu, Yan, Han, Zhao, Wei and Qin. Ying Zheng was the king of the kingdom Qin. Through 9 years of wars, he finally conquered all six other kingdoms and became the first emperor of a unified China in 221 BC. That was Qin dynasty ---- the first imperial dynasty of China(not to be confused with the Qing Dynasty, the last dynasty of China). So Ying Zheng named himself "Qin Shi Huang" because "Shi Huang" means "the first emperor" in Chinese. 


Qin Shi Huang undertook gigantic projects, including the first version of the Great Wall of China, the now famous city-sized mausoleum guarded by a life-sized Terracotta Army, and a massive national road system. There is a story about the road system: 
There were n cities in China and Qin Shi Huang wanted them all be connected by n-1 roads, in order that he could go to every city from the capital city Xianyang. 
Although Qin Shi Huang was a tyrant, he wanted the total length of all roads to be minimum,so that the road system may not cost too many people's life. A daoshi (some kind of monk) named Xu Fu told Qin Shi Huang that he could build a road by magic and that magic road would cost no money and no labor. But Xu Fu could only build ONE magic road for Qin Shi Huang. So Qin Shi Huang had to decide where to build the magic road. Qin Shi Huang wanted the total length of all none magic roads to be as small as possible, but Xu Fu wanted the magic road to benefit as many people as possible ---- So Qin Shi Huang decided that the value of A/B (the ratio of A to B) must be the maximum, which A is the total population of the two cites connected by the magic road, and B is the total length of none magic roads. 
Would you help Qin Shi Huang? 
A city can be considered as a point, and a road can be considered as a line segment connecting two points.

Input

The first line contains an integer t meaning that there are t test cases(t <= 10). 
For each test case: 
The first line is an integer n meaning that there are n cities(2 < n <= 1000). 
Then n lines follow. Each line contains three integers X, Y and P ( 0 <= X, Y <= 1000, 0 < P < 100000). (X, Y) is the coordinate of a city and P is the population of that city. 
It is guaranteed that each city has a distinct location.

Output

For each test case, print a line indicating the above mentioned maximum ratio A/B. The result should be rounded to 2 digits after decimal point.

Sample Input

2
4
1 1 20
1 2 30
200 2 80
200 1 100
3
1 1 20
1 2 30
2 2 40

Sample Output

65.00
70.00

次小生成树的题;

其中Max记录的是最小生成树中从i到j的最大的边。

因此只要每次删去这些边中的一条,来计算ratio,每次取最大值就可以。

 

#include <iostream>
#include <stdio.h>
#include <string.h>
#include <math.h>
#include <algorithm>

using namespace std;

const int maxn = 1005;
const int INF = 0x3f3f3f3f;
int n;
double cost[maxn][maxn];
bool vis[maxn],used[maxn][maxn];
int pre[maxn];
double Max[maxn][maxn];
double lowc[maxn];
struct node
{
    int x;
    int y;
    int popu;
};

node Node[maxn];

double dist(node a,node b)
{
    return sqrt((double)((a.x - b.x)*(a.x - b.x) + (a.y - b.y)*(a.y - b.y)));
}

double Prim(int n)
{
    double ans = 0;
    memset(vis,false,sizeof (vis));
    memset(Max,0.0,sizeof (Max));
    memset(used,false,sizeof(used));
    vis[0] = true;
    pre[0] = -1;
    for(int i = 1;i < n;i ++)
    {
        lowc[i] = cost[0][i];
        pre[i] = 0;
    }
    lowc[0] = 0;
    for(int i = 1;i < n;i ++)
    {
        double minc = INF;
        int p = -1;
        for(int j = 0;j < n;j ++)
        {
            if(!vis[j] && minc > lowc[j])
            {
                minc = lowc[j];
                p = j;
            }
        }
        if(minc == INF) return -1;
        ans += minc;
        vis[p] = true;
        used[p][pre[p]] = used[pre[p]][p] = true;
        for(int j = 0;j < n;j ++)
        {
            if(vis[j] && j != p)
                Max[j][p] = Max[p][j] = max(Max[j][pre[p]],lowc[p]);
            if(!vis[j] && lowc[j] > cost[p][j])
            {
                lowc[j] = cost[p][j];
                pre[j] = p;
            }
        }
    }
    return ans;
}

double sp(double tmp)
{
    double sum = 0.0;
    for(int i = 0;i < n;i ++)
    {
        for(int j = 0;j < n;j ++)
        {
            if(i != j)
                sum = max(sum, (Node[i].popu + Node[j].popu) / (tmp - Max[i][j]));
        }
    }
    return sum;
}

int main()
{
    int t;
    scanf("%d",&t);
    while(t --)
    {
        scanf("%d",&n);
        for(int i = 0;i < n;i ++)
        {
            scanf("%d%d%d",&Node[i].x,&Node[i].y,&Node[i].popu);
        }
        for(int i = 0;i < n;i ++)
        {
            for(int j = 0;j < n;j ++)
            {
                if(i == j) cost[i][j] = 0;
                else cost[i][j] = dist(Node[i],Node[j]);
            }
        }
        double tmp = Prim(n);
        printf("%.2lf\n",sp(tmp));
    }
    return 0;
}

 

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