Mohamed H. Gadallah

Approaches to nonlinear programming problems: Taylor series expansion, RBF surrogate modeling, DOE-based dimensionality reduction, and adaptive domain splitting

The results make a clear case that pre-screening variables with DOE, approximating the reduced function with RBF surrogates, and refining solutions with GA–SQP can cut both computational effort and convergence time substantially without sacrificing accuracy.