Automatic selection for general surrogate models

Abstract In design engineering problems, the use of surrogate models (also called metamodels) instead of expensive simulations have become very popular. Surrogate models include individual models (regression, kriging, neural network...) or a combination of individual models often called aggregation...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Ben Salem, Malek [verfasserIn]

Tomaso, Lionel

Format:

Artikel

Sprache:

Englisch

Erschienen:

2018

Schlagwörter:

Surrogate modeling

Multiple surrogate models

Surrogate model selection

Cross-validation errors

Anmerkung:

© Springer-Verlag GmbH Germany, part of Springer Nature 2018

Übergeordnetes Werk:

Enthalten in: Structural and multidisciplinary optimization - Springer Berlin Heidelberg, 2000, 58(2018), 2 vom: 20. Feb., Seite 719-734

Übergeordnetes Werk:

volume:58 ; year:2018 ; number:2 ; day:20 ; month:02 ; pages:719-734

Links:

Volltext

DOI / URN:

10.1007/s00158-018-1925-3

Katalog-ID:

OLC2051786852

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