Selecting the Best Quantity and Variety of Surrogates for an Ensemble Model

Selecting the Best Quantity and Variety of Surrogates for an Ensemble Model

Surrogate modeling techniques are widely used to replace the computationally expensive black-box functions in engineering. As a combination of individual surrogate models, an ensemble of surrogates is preferred due to its strong robustness. However, how to select the best quantity and variety of sur...

Bibliografski detalji
Glavni autori:	Pengcheng Ye, Guang Pan
Format:	Članak
Jezik:	English
Izdano:	MDPI AG 2020-10-01
Serija:	Mathematics
Teme:	ensemble of surrogates surrogate models prediction accuracy robustness
Online pristup:	https://www.mdpi.com/2227-7390/8/10/1721

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