POJ--2420(模拟退火)

2015-04-17 23:53:52

思路:模拟退火启蒙题... 

  缩小系数定为了:0.7。由于这题具有单调性,所以其实不用模拟退火去随机化多个起点,用“爬山算法”即可,只用一个起点,让它“爬”到最优解。

 1 #include <cstdio>
 2 #include <cstring>
 3 #include <cstdlib>
 4 #include <cmath>
 5 #include <vector>
 6 #include <map>
 7 #include <set>
 8 #include <stack>
 9 #include <queue>
10 #include <ctime>
11 #include <string>
12 #include <iostream>
13 #include <algorithm>
14 using namespace std;
15 
16 #define MEM(a,b) memset(a,b,sizeof(a))
17 #define REP(i,n) for(int i=0;i<(n);++i)
18 #define FOR(i,a,b) for(int i=(a);i<=(b);++i)
19 #define getmid(l,r) ((l) + ((r) - (l)) / 2)
20 #define MP(a,b) make_pair(a,b)
21 
22 typedef long long ll;
23 typedef pair<int,int> pii;
24 const int INF = (1 << 30) - 1;
25 const int MAXN = 110;
26 const double cof = 0.7;
27 
28 int N;
29 double X[MAXN],Y[MAXN];
30 int dir[4][2] = {{-1,0},{1,0},{0,-1},{0,1}};
31 
32 double Dis(int a1,int b1,int a2,int b2){
33     return sqrt(1.0*(a1-a2)*(a1-a2) + (b1-b2)*(b1-b2));
34 }
35 
36 double Cal(int a,int b){
37     double res = 0;
38     REP(i,N) res += Dis(a,b,X[i],Y[i]);
39     return res;
40 }
41 
42 int main(){
43     srand((unsigned)time(NULL));
44     while(scanf("%d",&N) != EOF){
45         REP(i,N) scanf("%lf%lf",&X[i],&Y[i]);
46         int sx = 0,sy = 0,step = 1000;
47         double ans = Cal(sx,sy);
48         while(step >= 1){
49             while(1){
50                 bool mov = false;
51                 REP(k,4){
52                     int tx = sx + dir[k][0] * step;
53                     int ty = sy + dir[k][1] * step;
54                     if(tx < 0 || tx > 10000 || ty < 0 || ty > 10000) continue;
55                     double tmp = Cal(tx,ty);
56                     if(tmp < ans){
57                         ans = tmp;
58                         sx = tx;
59                         sy = ty;
60                         mov = true;
61                     }
62                 }
63                 if(mov == false) break;
64             }
65             step *= cof;
66         }
67         printf("%.f\n",ans);
68     }
69     return 0;
70 }

 

posted @ 2015-04-17 23:57  Naturain  阅读(216)  评论(0编辑  收藏  举报