Before revision:  As a result, BQ approach is inherently limited to cases where GP approximations can be done in an efficient manner, thus often prohibiting  high-dimensional or non-smooth target functions.
After revision:  As a result, BQ is inherently limited to cases where GP approximations can be done in an efficient manner, thus often prohibiting high-dimensional or non-smooth target functions.