第一道模拟退火
重心嘛,就是要找到一个点,使其到所有点距离*该点权值和最小
思路:初始化一个T,mint,当T大于mint时,每次随机一个解,如果解比当前解优,直接转移,否则,以某概率(与T正相关)转移,并不断降温,最后向四周爬山
感觉思路比较清晰,但好多细节不太明白,比如初始化的T,mint,以及退火的速度,前后改了几十遍吧。还是要多做题,找感觉......
#include<cstdio> #include<cstring> #include<iostream> #include<algorithm> #include<cmath> #define N 10050 using namespace std; int n; double minn=0x3f3f3f3f3f3f3f3fll; struct point{ double x,y,g; }p[N],ans; double sqr(double x){return x*x;} double dis(point a,point b){return sqrt(sqr(a.x-b.x)+sqr(a.y-b.y));} double Rand(){return (rand()%1000)/1000.0;} double judge(point pp){ double ret=0; for(int i=1;i<=n;i++) ret+=p[i].g*dis(p[i],pp); if(ret<minn){minn=ret;ans=pp;} return ret; } void work(){ double T=1000000; point now=ans; while(T>0.001){ point nxt; nxt.x=now.x+T*(Rand()*2-1); nxt.y=now.y+T*(Rand()*2-1); double dE= judge(now)-judge(nxt); if((dE>0)||(exp(dE/T)>Rand())) now=nxt; T*=0.97; } double nouse; for(int i=1;i<=1000;i++){ point nxt; nxt.x=ans.x+T*(Rand()*2-1); nxt.y=ans.y+T*(Rand()*2-1); nouse=judge(nxt); } } int main(){ srand(20001101); scanf("%d",&n); for(int i=1;i<=n;i++){ scanf("%lf%lf%lf",&p[i].x,&p[i].y,&p[i].g); ans.x+=p[i].x; ans.y+=p[i].y; } ans.x/=n; ans.y/=n; work(); printf("%0.3lf %0.3lf ",ans.x,ans.y); return 0; }