A classifier-guided sampling (CGS) method is introduced for solving engineering design optimization problems with discrete and/or continuous variables and continuous and/or discontinuous responses. The method merges concepts from metamodel-guided sampling and population-based optimization algorithms. The CGS...
1 INTRODUCTION In this paper, a classifier-guided sampling method is introduced for solving design optimization problems with discrete and/or continuous variables and potentially discontinuous responses. The method merges concepts from metamodel-guided sampling and population-based optimization algorithms to ...