Khowaja, Kainat; Ščerbatij, Michajlo; Härdle, Wolfgang - 2021
construct low dimensional surrogate models. These surrogate models reduce the computational time for solution of the complex … optimization problems by using training instances derived from the evaluations of the true objective functions. The surrogate … is shown surrogate models with latin hypercube sampling and spline radial basis functions dominate variable order methods …