Khowaja, Kainat; Ščerbatij, Michajlo; Härdle, Wolfgang - 2021
construct low dimensional surrogate models. These surrogate models reduce the computational time for solution of the complex … is shown surrogate models with latin hypercube sampling and spline radial basis functions dominate variable order methods … in computational time of optimization, while preserving the accuracy. These surrogate models also show robustness in …