Qin Shi Huang's National Road System HDU - 4081 次小生成树之secondprim算法
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.
![](https://vj.z180.cn/0463d69c7b3c446140af4f4b66ad5007?v=1572972142)
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.
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.
InputThe 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.OutputFor 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
题意:有n个村庄,现在要在这些村庄之间修建道路,保证所有村庄都能相互连通,修建道路的花费等于道路的长度,现在你有一个神奇的宝贝。它能够帮你修建一条无限长的到路并且没有任何花费。你肯定非把这个宝贝花在最长道路上,
但是现在要求这个宝贝要用在A/B的值最大的道路上,其中A表示道路两头村庄的人数和,B表示你除了这个道路以外你修建的其他道路的花费和。输入为每个村庄的坐标以及这个村庄的人数,有多组输入样例,对于每个样例你都要输出
最大的A/B的值,并且结果保留两位小数。
思路:要保证A/B最大,首先要保证B最小,因此可以得出第一步是先求出所有村庄连通的道路的花费的最小值,也就是最小生成树,然后看你的那个宝贝用在哪条道路,则有非用到次小生成树算法,最后求出结果即可
最小生成树算法个人总结:https://www.cnblogs.com/mzchuan/p/11720280.html
次小生成树算法个人总结:https://www.cnblogs.com/mzchuan/p/11828010.html
代码:
1 #include <cstdio> 2 #include <fstream> 3 #include <algorithm> 4 #include <cmath> 5 #include <deque> 6 #include <vector> 7 #include <queue> 8 #include <string> 9 #include <cstring> 10 #include <map> 11 #include <stack> 12 #include <set> 13 #include <sstream> 14 #include <iostream> 15 #define mod 998244353 16 #define eps 1e-6 17 #define ll long long 18 #define INF 0x3f3f3f3f 19 using namespace std; 20 21 //ma存放两点之间的初始距离 22 double ma[1000][1000]; 23 //low存放到起点的最小距离, 24 double low[1000]; 25 //per存放与当前点连接距离最短的另一个点 26 int per[1000]; 27 //bj用于判断该点时候在生成树中,con用于标记在生成树中的边 28 bool bj[1000],con[1000][1000]; 29 //maxn存放两点之间的最大值 30 double maxn[1000][1000]; 31 int n; 32 //点的坐标以及人数 33 struct node 34 { 35 double x,y; 36 double s; 37 }; 38 node no[1000]; 39 //计算两点之间的距离 40 double dis(node a,node b) 41 { 42 return sqrt((a.x-b.x)*(a.x-b.x)+(a.y-b.y)*(a.y-b.y)); 43 } 44 //最小生成树算法,u表示树的起点 45 double secondprim(int u) 46 { 47 for(int i=0;i<n;i++) 48 { //初始low的距离与per指向的点 49 low[i]=ma[u][i]; 50 per[i]=u; 51 } 52 //初始化标记 53 memset(bj,0,sizeof(bj)); 54 memset(con,0,sizeof(con)); 55 //起点是树上的第一个点,标记 56 bj[u]=1; 57 //ans保存树的所有权值和 58 double ans=0; 59 //遍历其他n-个点 60 for(int i=0;i<n-1;i++) 61 { 62 //通过遍历找到距离当前起点的最短的边 63 double mi=INF; 64 int v=-1; 65 for(int j=0;j<n;j++) 66 { 67 if(!bj[j]&&low[j]<mi) 68 { 69 v=j; 70 mi=low[j]; 71 } 72 } 73 //有最短边后 74 if(v!=-1) 75 { 76 //将这个边的两个点标记 77 con[v][per[v]]=con[per[v]][v]=1; 78 //累加权值 79 ans+=mi; 80 //标记这个点 81 bj[v]=1; 82 //记录这个边的值, 83 maxn[per[v]][v]=maxn[v][per[v]]=mi; 84 //再遍历一遍,以更新数据 85 for(int j=0;j<n;j++) 86 { 87 //j表示的点再树上,且j不是终点 88 if(bj[j]&&j!=v) 89 { //更新v与其他在树上的点之间的最大权值 90 maxn[j][v]=maxn[v][j]=max(maxn[j][per[v]],maxn[per[v]][v]); 91 } 92 //j表示的点不在树上,且满足更新需要 93 if(!bj[j]&&low[j]>ma[v][j]) 94 { 95 //更新low的距离和per指向的点 96 low[j]=ma[v][j]; 97 per[j]=v; 98 } 99 } 100 } 101 } 102 //非严格次小生成树 103 double ansed=0; 104 //遍历所有点与其他点 105 //求最小的A/B,A表示这个边两头的人数和, 106 for(int i=0;i<n-1;i++) 107 { 108 for(int j=i+1;j<n;j++) 109 { 110 //如果这个边不在树上 111 if(!con[i][j]) 112 { 113 //B表示s 删除 加上一个权值后形成的闭环的最大权值 114 ansed=max(ansed,(no[i].s+no[j].s)/(ans-maxn[i][j])); 115 }//如果这个边在树上 116 else 117 { 118 ansed=max(ansed,(no[i].s+no[j].s)/(ans-ma[i][j])); 119 } 120 } 121 } 122 return ansed; 123 } 124 int main() 125 { 126 int t; 127 scanf("%d",&t); 128 while(t--) 129 { 130 scanf("%d",&n); 131 for(int i=0;i<n;i++) 132 { 133 scanf("%lf %lf %lf",&no[i].x,&no[i].y,&no[i].s); 134 } 135 //将点的坐标转换成点的距离信息 136 for(int i=0;i<n;i++) 137 { 138 for(int j=i;j<n;j++) 139 { 140 ma[j][i]=ma[i][j]=dis(no[i],no[j]); 141 } 142 } 143 printf("%0.2lf\n",secondprim(0)); 144 } 145 }