Such surrogates are a useful, cheap way to gain insight into the global behavior of the system. Optimization can still occur as a post-processing step, although with no update procedure (see above), the optimum found cannot be validated.
Surrogate models are valuable tools for understanding global system behavior, even though they lack an automatic update mechanism. Optimization is possible but not guaranteed to be validated.