#include <iostream>
#include <float.h>
#include <stdlib.h>
#include <math.h>
#include <iomanip>
using namespace std;
struct Point
{
int x, y;
}point[10];
int compareX(const void* a, const void* b)
{
Point *p1 = (Point *)a, *p2 = (Point *)b;
return (p1->x - p2->x);
}
int compareY(const void* a, const void* b)
{
Point *p1 = (Point *)a, *p2 = (Point *)b;
return (p1->y - p2->y);
}
float dist(Point p1, Point p2)
{
return sqrt( (p1.x - p2.x)*(p1.x - p2.x) +
(p1.y - p2.y)*(p1.y - p2.y)
);
}
float bruteForce(Point P[], int n)
{
float min = FLT_MAX;
for (int i = 0; i < n; ++i)
for (int j = i+1; j < n; ++j)
if (dist(P[i], P[j]) < min)
min = dist(P[i], P[j]);
return min;
}
float min(float x, float y)
{
return (x < y)? x : y;
}
float stripClosest(Point strip[], int size, float d)
{
float min = d;
for (int i = 0; i < size; ++i)
for (int j = i+1; j < size && (strip[j].y - strip[i].y) < min; ++j)
if (dist(strip[i],strip[j]) < min)
min = dist(strip[i], strip[j]);
return min;
}
float closestUtil(Point Px[], Point Py[], int n)
{
if (n <= 3)
return bruteForce(Px, n);
int mid = n/2;
Point midPoint = Px[mid];
Point Pyl[mid+1];
Point Pyr[n-mid-1];
int li = 0, ri = 0;
for (int i = 0; i < n; i++)
{
if (Py[i].x <= midPoint.x)
Pyl[li++] = Py[i];
else
Pyr[ri++] = Py[i];
}
float dl = closestUtil(Px, Pyl, mid);
float dr = closestUtil(Px + mid, Pyr, n-mid);
float d = min(dl, dr);
Point strip[n];
int j = 0;
for (int i = 0; i < n; i++)
if (abs(Py[i].x - midPoint.x) < d)
strip[j] = Py[i], j++;
return min(d, stripClosest(strip, j, d) );
}
float closest(Point P[], int n)
{
Point Px[n];
Point Py[n];
for (int i = 0; i < n; i++)
{
Px[i] = P[i];
Py[i] = P[i];
}
qsort(Px, n, sizeof(Point), compareX);
qsort(Py, n, sizeof(Point), compareY);
return closestUtil(Px, Py, n);
}
int main()
{
int n,i;
float awm;
cin>>n;
for(i=0;i<n;i++) {
cin>>point[i].x>>point[i].y;
}
std::cout << std::fixed;
std:: cout<<std::setprecision(6);
cout<<closest(point, n); //aviraj
return 0;
}
Problem Description
Given n points, find two points with the smallest distance to each other.
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