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Desert King(最优比率生成树)

發布時間:2023/12/18 编程问答 42 如意码农
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Desert King
Time Limit: 3000MS   Memory Limit: 65536K
Total Submissions: 22717   Accepted: 6374

Description

David the Great has just become the king of a desert country. To win the respect of his people, he decided to build channels all over his country to bring water to every village. Villages which are connected to his capital village will be watered. As the dominate ruler and the symbol of wisdom in the country, he needs to build the channels in a most elegant way.

After days of study, he finally figured his plan out. He wanted the average cost of each mile of the channels to be minimized. In other words, the ratio of the overall cost of the channels to the total length must be minimized. He just needs to build the necessary channels to bring water to all the villages, which means there will be only one way to connect each village to the capital.

His engineers surveyed the country and recorded the position and altitude of each village. All the channels must go straight between two villages and be built horizontally. Since every two villages are at different altitudes, they concluded that each channel between two villages needed a vertical water lifter, which can lift water up or let water flow down. The length of the channel is the horizontal distance between the two villages. The cost of the channel is the height of the lifter. You should notice that each village is at a different altitude, and different channels can't share a lifter. Channels can intersect safely and no three villages are on the same line.

As King David's prime scientist and programmer, you are asked to find out the best solution to build the channels.

Input

There are several test cases. Each test case starts with a line containing a number N (2 <= N <= 1000), which is the number of villages. Each of the following N lines contains three integers, x, y and z (0 <= x, y < 10000, 0 <= z < 10000000). (x, y) is the position of the village and z is the altitude. The first village is the capital. A test case with N = 0 ends the input, and should not be processed.

Output

For each test case, output one line containing a decimal number, which is the minimum ratio of overall cost of the channels to the total length. This number should be rounded three digits after the decimal point.

Sample Input

4
0 0 0
0 1 1
1 1 2
1 0 3
0

Sample Output

1.000
題解:先是超時,然后wa,最小生成樹生疏了。。。
這個就是01分數規劃的變形,即找到K求hi-li*K的最小生成樹使得k最小;

有N個村莊,給出每個村莊的坐標和海拔,,benifit為兩點之間的距離,cost為兩點的高度差,現在要求一棵樹使得 cost / benift 最小,即求一個最優比例生成樹

第一次遇見這種生成樹,在網上找了個解法

假設sigma(h)/sigma(l)==K 均值K可取,即: sigma(h)==K*sigma(l)

sigma(h)==K*(l1+l2+l3+...lm)

sigma(h)==K*l1+K*l2+K*l3+...K*lm

把原來的每個邊的h都減去K*l

即hi'=hi-li'==hi-li*K

然后問題可以轉換到求hi'這些邊的最小生成樹了

如果hi'這些邊得最小生成樹權值和<=0.0,說明K這個均值可取

對于k,二分求解即可

代碼:

 #include<cstdio>
#include<iostream>
#include<cstring>
#include<cmath>
#include<algorithm>
#define mem(x,y) memset(x,y,sizeof(x))
using namespace std;
const int INF=0x3f3f3f3f;
typedef long long LL;
const int MAXN=;
double vis[MAXN],low[MAXN];
int N;
double R;
struct Node{
double x,y,h;
};
Node dt[MAXN];
double len[MAXN][MAXN],cost[MAXN][MAXN];
double getl(Node a,Node b){
double x=b.x-a.x,y=b.y-a.y;
return sqrt(x*x+y*y);
} bool prime(){
double total;
mem(vis,);
for(int i=;i<N;i++)low[i]=cost[][i]-R*len[][i];
total=;
vis[]=;//0沒有被標記為1。。。錯了半天;
for(int i=;i<N;i++){
double temp=INF;
int k;
for(int j=;j<N;j++)
if(!vis[j]&&low[j]<temp)temp=low[j],k=j;
if(temp==INF)break;
total+=temp;
vis[k]=;
for(int j=;j<N;j++)
if(!vis[j]&&low[j]>cost[k][j]-R*len[k][j])low[j]=cost[k][j]-R*len[k][j];
}
//printf("total=%lf R=%lf\n",total,R);
if(total>)return true;
else return false;
}
int main(){
while(scanf("%d",&N),N){
mem(len,INF);
mem(cost,INF);
double mxl=-INF,mil=INF,mxc=-INF,mic=INF;
for(int i=;i<N;i++)
scanf("%lf%lf%lf",&dt[i].x,&dt[i].y,&dt[i].h); for(int i=;i<N;i++){
for(int j=i+;j<N;j++){
len[j][i]=len[i][j]=getl(dt[i],dt[j]);
cost[j][i]=cost[i][j]=abs(dt[i].h-dt[j].h);
mxl=max(mxl,len[i][j]);
mxc=max(mxc,cost[i][j]);
mil=min(mil,len[i][j]);
mic=min(mic,cost[i][j]);
}
}
//printf("%lf %lf %lf %lf\n",mil,mic,mxl,mxc);
double l=mic/mxl,r=mxc/mil;//要是從0到mx會超時; // printf("%lf %lf\n",l,r);
while(r-l>1e-){
R=(l+r)/;
if(prime())l=R;
else r=R;
}
printf("%.3f\n",l);
}
return ;
}

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