Update

The update procedure is done in 2 steps:

1. Tessalation of the new points using the update method of the K-Means class.

2. Retrain of the RBFs by inverting the augmented linear system using the Schur complement.

RONAALP.Ronaalp.update(self, x_new, z_new)

Retrain the model by first tesselating the new points and then retraining the RBFs using the Schur complement technique.

Parameters

x_newndarray, shape (l,d,)

New array of points where function values are known. l is the number of new sampling points.

z_newndarray, shape (l,p)

Array of new function values at x_new.