poj2420(模拟退火)

本文介绍了一个使用模拟退火算法解决电缆布线问题的方法,目标是最小化从一个中心点到多个固定位置计算机之间的总电缆长度。通过调整温度参数并迭代更新最优解,最终找到连接所有计算机所需的最短电缆总长。

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A Star not a Tree?
Time Limit: 1000MS Memory Limit: 65536K
Total Submissions: 3965 Accepted: 1962

Description

Luke wants to upgrade his home computer network from 10mbs to 100mbs. His existing network uses 10base2 (coaxial) cables that allow you to connect any number of computers together in a linear arrangement. Luke is particulary proud that he solved a nasty NP-complete problem in order to minimize the total cable length. 
Unfortunately, Luke cannot use his existing cabling. The 100mbs system uses 100baseT (twisted pair) cables. Each 100baseT cable connects only two devices: either two network cards or a network card and a hub. (A hub is an electronic device that interconnects several cables.) Luke has a choice: He can buy 2N-2 network cards and connect his N computers together by inserting one or more cards into each computer and connecting them all together. Or he can buy N network cards and a hub and connect each of his N computers to the hub. The first approach would require that Luke configure his operating system to forward network traffic. However, with the installation of Winux 2007.2, Luke discovered that network forwarding no longer worked. He couldn't figure out how to re-enable forwarding, and he had never heard of Prim or Kruskal, so he settled on the second approach: N network cards and a hub. 

Luke lives in a loft and so is prepared to run the cables and place the hub anywhere. But he won't move his computers. He wants to minimize the total length of cable he must buy.

Input

The first line of input contains a positive integer N <= 100, the number of computers. N lines follow; each gives the (x,y) coordinates (in mm.) of a computer within the room. All coordinates are integers between 0 and 10,000.

Output

Output consists of one number, the total length of the cable segments, rounded to the nearest mm.

Sample Input

4
0 0
0 10000
10000 10000
10000 0

Sample Output

28284

题意:求一个点到其他点的距离之和最短。

模拟退火是这样的。。。也是醉了。

#include<limits>
#include<queue>
#include<vector>
#include<list>
#include<map>
#include<set>
#include<deque>
#include<stack>
#include<bitset>
#include<algorithm>
#include<functional>
#include<numeric>
#include<utility>
#include<sstream>
#include<iostream>
#include<iomanip>
#include<cstdio>
#include<cmath>
#include<cstdlib>
#include<cstring>
#include<ctime>

#define LL __int64
#define eps 1e-8
#define pi acos(-1)
#define delta 0.98 //模拟退火递增变量 
#define INF 0x7fffffff 
using namespace std;
struct point{
	double x,y;
	point (double x=0,double y=0):x(x),y(y){
	}
};
int n;
point p[110];
double dis(point a,point b){
	return sqrt((a.x-b.x)*(a.x-b.x)+(a.y-b.y)*(a.y-b.y)); 
}
double sum(point a){
	double ans=0;
	for (int i=1;i<=n;i++)
		ans+=dis(a,p[i]);
	return ans;
}
int d[4][2]={{1,0},{0,1},{-1,0},{0,-1}};
double Search(point p[]){
	double ans=INF;
	int t=100; //初始温度
	point s=p[0];
	while (t>eps){
		int flag=1;
		while (flag){
			flag=0;
			for (int i=0;i<4;i++)
			{
				point z;
				z.x=s.x+d[i][0]*t;
				z.y=s.y+d[i][1]*t;
				double tmp=sum(z);
				if (tmp<ans){
					flag=1;
					s=z;
					ans=tmp;
				}
			}
		}
		t*=delta;
	}
	return ans;
}
int main(){
	scanf("%d",&n);
	for (int i=1;i<=n;i++)
		scanf("%lf%lf",&p[i].x,&p[i].y);
	printf("%.0f\n",Search(p));
	return 0;
}



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