void closest_pair(int64_t low, int64_t length){
// printf("\nentered closest_pair with low = %"PRId64"length = %"PRId64,low,length);
if(length == 2){
P = X[low];
Q = X[low+1];
//return dist(X[low],X[low+1]) // base
} else if(length==3){
bruteforce(low,length);
} else if(length>3){
// printf("\nentered else");
closest_pair(low,(length/2)); // divide
Pt pL1 = P, pL2 = Q;
// int64_t d1 = (pL2.x - pL1.x)*(pL2.x - pL1.x) + (pL2.y - pL1.y)*(pL2.y - pL1.y);
int64_t d1 = distance_square(pL1,pL2);
// printf("\ndL = %"PRId64,d1);
closest_pair(low+length/2,(length/2) + (length%2));
Pt pR1 = P, pR2 = Q;
// int64_t d2 = (pR2.x - pR1.x)*(pR2.x - pR1.x) + (pR2.y - pR1.y)*(pR2.y - pR1.y);
int64_t d2 = distance_square(pR1,pR2);
// printf("\tdR = %"PRId64,d2);
int64_t d = 0;
if(d1<d2){
d=d1;
P = pL1;
Q = pL2;
} else {
d=d2;
P = pR1;
Q = pR2;
}
// printf("\tdmin = %"PRId64,d);
// Sy = points in Py within d of L // merge
Pt Sy[length],mid;
int64_t j =0;
mid.x = X[length/2].x;
mid.y = X[length/2].y;
for(int64_t i = low;i<(low+length);i++){
mid.y = X[i].x;
if(is_closer_than(X[i],mid,d)){
Sy[j++] = X[i];
}
}
//For i = 1,...,|Sy|:
//For j = 1,...,15:
//d = min( dist(Sy[i], Sy[j]), d )
for(int64_t i = 0;i<j;i++){
for(int64_t k = 0; k<15;k++){
if(is_closer_than(Sy[i],Sy[k],d)){
P = Sy[i];
Q = Sy[k];
int64_t temp = distance_square(Sy[k],Sy[i]);
(temp<d)?(d=temp):(d=d);
}
}
}
// Return d
}
// printf("\t Px = %"PRId64",Py = %"PRId64,P.x,P.y);
// printf(" Qx = %"PRId64",Qy = %"PRId64,Q.x,Q.y);
}
struct winner_info* closest_pair(int N, struct point* Px, struct point* Py){
struct winner_info* W_temp, *W;
/*base case*/
if (N<=3){
W = brute_force_closest_pair(N, Px);
return W;
}
/*create the array of points sorted vertically that are on each half of the plane*/
int mid = N/2;
struct point* Pyl = malloc(sizeof(struct point)*mid);
struct point* Pyr = malloc(sizeof(struct point)*(N-mid));
int li = 0, ri = 0;
for(int i = 0; i<N; i++){
if (Py[i].x<=Px[mid-1].x){
Pyl[li].x = Py[i].x;
Pyl[li].y = Py[i].y;
li++;
}else{
Pyr[ri].x = Py[i].x;
Pyr[ri].y = Py[i].y;
ri++;
}
}
/*Recursive call to function on left half of points*/
struct winner_info* L1 = closest_pair(mid, Px, Pyl);
/*Recursive call to function on right half of points*/
struct winner_info* R1 = closest_pair(N-mid, Px+mid, Pyr);
/*Best out of the two halves*/
if ((L1->dist) < (R1->dist))
W_temp = L1;
else W_temp = R1;
/*Invoke closest split pair*/
struct winner_info* S1 = closest_split_pair(Py, N, W_temp->dist, Px[mid-1].x);
/*Best of all*/
if((W_temp->dist)<(S1->dist))
W = W_temp;
else W = S1;
return W;
}
int main(int argc, char* argv[]){
FILE* fp = fopen("grandma_coords.txt", "r");
struct point* input_coords;
size_t num_coords;
clock_t start, end;
double cpu_time_used;
num_coords = parse_input(fp, &input_coords);
/*creating two arrays sorted by x-coord and y-coord*/
struct point* sorted_x_coords, *sorted_y_coords;
sorted_x_coords = malloc(sizeof(struct point)*num_coords);
sorted_y_coords = malloc(sizeof(struct point)*num_coords);
for(int i = 0; i<num_coords; i++){
sorted_x_coords[i].x = input_coords[i].x;
sorted_x_coords[i].y = input_coords[i].y;
sorted_y_coords[i].x = input_coords[i].x;
sorted_y_coords[i].y = input_coords[i].y;
}
qsort(sorted_x_coords, num_coords, sizeof(struct point), cmpfunc_x);
qsort(sorted_y_coords, num_coords, sizeof(struct point), cmpfunc_y);
/*Invoking the closest pair algo*/
start = clock();
struct winner_info* winner = closest_pair(num_coords, sorted_x_coords, sorted_y_coords);
end = clock();
cpu_time_used = ((double)(end-start))/CLOCKS_PER_SEC;
printf("The winning points are (%lf, %lf) and (%lf, %lf)\n", (winner->W1).x, (winner->W1).y, (winner->W2).x, (winner->W2).y);
printf("\n Time taken by program = %f\n", cpu_time_used);
return 0;
}
int64_t main() {
scanf("%"PRId64, &N);
for (int64_t i = 0; i < N; ++i)
scanf("%"PRId64"%"PRId64, &X[i].x, &X[i].y);
for (int64_t i = 0; i < N; ++i)
scanf("%"PRId64"%"PRId64, &Y[i].x, &Y[i].y);
closest_pair(0,N);
printf("%"PRId64" %"PRId64" %"PRId64" %"PRId64"\n", P.x, P.y, Q.x, Q.y);
return 0;
}
double closest_pair(Point p[], int n) {
int nl = n/2, nr = n - nl;
double dl, dr, d, ans;
int i, j;
dl = (nl > 1) ? closest_pair(p,nl) : INF;
dr = (nr > 1) ? closest_pair(&p[nl],nr) : INF;
ans = min(dl,dr);
for (i=0; i < nl; i++) {
if (p[nl].x-p[i].x > ans) continue;
for (j=0; j < nr; j++) {
if (fabs(p[nl+j].y-p[i].y) > ans) continue;
d = dist_pp(&p[i],&p[nl+j]);
ans = min(ans,d);
}
}
return ans;
}
/* closest_pair.c : Closest pair implementation as personal practice for Standford online course
* Algorithms: Design and Analysis, Part I https://www.coursera.org/course/algo
* Usage: closest_pair <file>
* file must be a text file with the points x,y every point must be separated by blank spaces, the output will
* be the closest pair
*/
int main(int argc, char *argv[])
{
if (argc != 2) die("USAGE: closest_pair <file> ");
struct PointArray *result = malloc(sizeof(struct PointArray));
char *filename = argv[1];
result = closest_pair(filename);
/*
printf("closest pair points :\n");
printf("point 1 :\n");
print_point(result->array[0]);
printf("point 2 :\n");
print_point(result->array[1]);
*/
return 0;
}
double run(const int num_trials) {
fprintf(stderr,"run\n");
fprintf(stderr,"size = %d\n",size);
fprintf(stderr,"num_trials = %d\n",num_trials);
fprintf(stderr,"data = %p\n",data);
assert(status==2);
TimeStat clk(num_trials);
double *tmp=(double*)malloc(sizeof(double)*size*2);
assert(tmp);
for (int i = 0; i < num_trials; i++) {
//printf("\t%d\n",i);
memcpy(tmp,data,sizeof(double)*size*2);
double _Complex pos[2];
clk.tic();
closest_pair(size,tmp,pos);
clk.toc();
}
free(tmp);
status=3;
return clk.median();
}
int main() {
int i, N, k;
puts("Insert a value N, followed by N coordinates.");
for (k = 0; scanf("%d", &N) == 1 && N; k++) {
vp p;
for (i = 0; i < N; i++) {
double n1, n2;
scanf("%lf %lf", &n1, &n2);
p.push_back(Point((int)n1, (int)n2));
}
sort(p.begin(), p.end());//sort by x-coordinate
double dist1 = closest_pair(p, 0, N - 1);
if (sqrt(dist1) >= INF_THRESHOLD)
printf(" %d INFINITY\n", k);
else printf("%d %.4lf\n", k, sqrt(dist1));
}
return 0;
}