Pros and Cons
The constrained optimization approach is very efficient compared to the RBF synergy approach, since to determine the RBF coefficients, a linear system must be solved every time.
The RBF correction guarantees exact satisfaction of the BCs, which is not the case in the constrained optimization approach.