模拟退火算法,其实不如说随机化变步长的贪心,向四周搜索,如果碰到更小的则把它作为更优解。
本题代码中费马点部分可作为模版使用。
#include <iostream>
#include <stdio.h>
#include <math.h>
#define MAX_NUM 128
struct point
{
double x;
double y;
};
double distance(point p1, point p2){
return sqrt((p1.x - p2.x)*(p1.x - p2.x) + (p1.y - p2.y)*(p1.y - p2.y));
}
//多边形费马点,点集pt,大小n,传入ptres作为费马点这一点,返回值是所有点到费马点的距离
double fermat_point(point pt [], int n, point & ptres)
{
point u, v;
double step = 0.0, curlen, explen, minlen;
int i, j, k, idx;
bool flag;
u.x = u.y = v.x = v.y = 0.0;
for (i = 0; i < n; ++i)
{
step += fabs(pt[i].x) + fabs(pt[i].y);
u.x += pt[i].x;
u.y += pt[i].y;
}
u.x /= n;
u.y /= n;
flag = 0;
while (step > 1e-10)
{
for (k = 0; k < 10; step /= 2, ++k)
for (i = -1; i <= 1; ++i)
for (j = -1; j <= 1; ++j)
{
v.x = u.x + step*i;
v.y = u.y + step*j;
curlen = explen = 0.0;
for (idx = 0; idx < n; ++idx)
{
curlen += distance(u, pt[idx]);
explen += distance(v, pt[idx]);
}
if (curlen > explen)
{
u = v;
minlen = explen;
flag = 1;
}
}
}
ptres = u;
return flag ? minlen : curlen;
}
int main()
{
//freopen("in.txt", "r", stdin);
//freopen("out.txt", "w", stdout);
int n, i;
double res;
point pt[MAX_NUM], ptres;
while (std::cin>>n)
{
for (i = 0; i < n; ++i)
{
std::cin>>pt[i].x>>pt[i].y;
}
res = fermat_point(pt, n, ptres);
//std::cout << ptres.x << ' ' << ptres.y << std::endl;
if (res - (int) (res) > 0.5)
printf("%d\n", (int) (res + 1));
else
printf("%d\n", (int) (res));
}
}