typedef Matrix<float,Dynamic,2> DataMatrix; | |
// let's generate some samples on the 3D plane of equation z = 2x+3y (with some noise) | |
DataMatrix samples = DataMatrix::Random(12,2); | |
VectorXf elevations = 2*samples.col(0) + 3*samples.col(1) + VectorXf::Random(12)*0.1; | |
// and let's solve samples * [x y]^T = elevations in least square sense: | |
Matrix<float,2,1> xy | |
= (samples.adjoint() * samples).llt().solve((samples.adjoint()*elevations)); | |
cout << xy << endl; |