Abstract: The recently developed metamodelbased decomposition strategy relies on quantifying the variable correlations of blackbox functions so that highdimensional problems are decomposed to smaller subproblems, before performing ...

Abstract: Mode pursuing sampling (MPS) was developed as a global optimization algorithm for design optimization problems involving expensive black box functions. MPS has been found to be effective and efficient for design problems ...