..._, which is the solution of the constraint equation. The relation between solution of the original and eliminated system is: (9) u = u d + s · N F u n © Emerald Publishing Limited 2020 Emerald Publishing Limited Licensed re-use rights only Kriging Induction...

... optimization algorithm by combining multi-objective differential evolution (MODE) algorithm with an adaptive dynamic Taylor Kriging (ADTK) model. Findings The proposed approach is validated through application to an analytic example and applied to a shape optimal design of a multi-layered interior...

...Jinlin Gong; Frédéric Gillon; Nicolas Bracikowski Purpose This paper aims to investigate three low-evaluation-budget optimization techniques: output space mapping (OSM), manifold mapping (MM) and Kriging-OSM. Kriging-OSM is an original approach having high-order mapping. Design/methodology...

... error produced by kriging, the MSE might be directly used in each pre‐test's remaining iterations instead of the EI. The simplified surrogate model in the pre‐test, quite rough initially, is increasingly accurate as a result of adding objective function calls; therefore the MSE might guide the kriging...

.../methodology/approach This paper discusses the use of kriging surrogate modelling in multiobjective design optimisation in electromagnetics. The investigation relies on the use of special test functions. Findings The importance of achieving appropriate balance between exploration and exploitation...