Müller, Juliane; Shoemaker, Christine - In: Journal of Global Optimization 60 (2014) 2, pp. 123-144
This paper examines the influence of two major aspects on the solution quality of surrogate model algorithms for computationally expensive black-box global optimization problems, namely the surrogate model choice and the method of iteratively selecting sample points. A random sampling strategy...