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//=====================Extended Leas Squire Method ========================= | |
// Define variables | |
sum_x = 0; | |
sum_y = 0; | |
sum_xy = 0; | |
sum_x2 = 0; | |
sum_y2 = 0; | |
// Length section | |
n = sections[i][1] - sections[i][0]; | |
for(int j = 0; j < n1 ;j++) | |
{ | |
// Get x,y,xy,x^2 and y^2 from all coordinates | |
sum_x += Coordinates[sections[i][0]+j][0]; | |
sum_y += Coordinates[sections[i][0]+j][1]; | |
sum_xy += Coordinates[sections[i][0]+j][0]*Coordinates[sections[i][0]+j][1]; | |
sum_x2 += pow(Coordinates[sections[i][0]+j][0],2); | |
sum_y2 += pow(Coordinates[sections[i][0]+j][1],2); | |
} | |
// Devide by number of coordinates | |
sum_x /= n; | |
sum_y /= n; | |
sum_xy /= n; | |
sum_x2 /= n; | |
sum_y2 /= n; | |
A = -(sum_xy -sum_x*sum_y); | |
Bx = sum_x2-sum_x*sum_x; | |
By = sum_y2-sum_y*sum_y; | |
// Define best solution, over x or y axis | |
if(fabs(Bx)<fabs(By)) | |
{ | |
// Least squire method over y axis | |
B = By; | |
std::swap(A,B); | |
} | |
else | |
{ | |
// Least squire method over x axis | |
B=Bx; | |
} | |
C = - ( A*sum_x + B*sum_y); | |
// Solution of extended least squire method where line if defined as | |
// y = b*x+a | |
a = (-C/B); | |
b = (-A/B) | |
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