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CPP - Closest Pair Problem.cpp
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CPP - Closest Pair Problem.cpp
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#include<bits/stdc++.h>
using namespace std;
struct Point
{
int x;
int y;
int id;
Point(int _x, int _y, int _id)
{
x = _x;
y = _y;
id = _id;
}
};
bool compX(const Point& a, const Point& b)
{
if(a.x==b.x)
return a.y<b.y;
return a.x<b.x;
}
bool compY(const Point& a, const Point& b)
{
if(a.y==b.y)
return a.x<b.x;
return a.y<b.y;
}
vector<Point> point;
double minDist;
pair<int, int> best;
void Update(const Point& a, const Point& b)
{
double dist = sqrt(pow(a.x-b.x,2.0) + pow(a.y-b.y,2.0));
if(dist<minDist){
minDist = dist;
best = {min(a.id,b.id), max(a.id, b.id)};
}
}
void solve(int l, int r)
{
if(r-l+1 <=3){
for(int i=l; i<=r; i++){
for(int j = i+1; j<=r; j++)
Update(point[i], point[j]);
}
return;
}
int m = (l+r)/2;
solve(l,m);
solve(m,r);
vector<Point> tem;
for(int i=l; i<=r; i++){
if(abs(point[i].x-point[m].x)<minDist){
tem.push_back(point[i]);
}
}
sort(tem.begin(), tem.end(),compY);
for(int i=0; i<tem.size(); i++){
for(int j=i+1; j<tem.size(); j++){
if(tem[j].y - tem[i].y >= minDist) break;
Update(tem[i], tem[j]);
}
}
}
int main()
{
int n,x,y;
scanf("%d",&n);
for(int i=0; i<n; i++){
scanf("%d%d",&x,&y);
point.push_back(Point(x,y,i));
}
sort(point.begin(), point.end(),compX);
minDist = 1e20;
solve(0,n-1);
cout<<fixed<<setprecision(6)<<minDist<<endl;
}