Surrogate Modeling and Optimization : Theories, Applications, and Limitations.

An expert reference on building surrogate models, using them for optimization, their associated prediction uncertainty, and potential failures, with practical implementation in MATLAB Surrogate Modeling and Optimization explains the meaning of different surrogate models and provides an in-depth unde...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser:
Kim, Nam-ho
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
Newark : John Wiley & Sons, Incorporated, 2026.
Ausgabe:
1st ed.
Zusammenfassung:
An expert reference on building surrogate models, using them for optimization, their associated prediction uncertainty, and potential failures, with practical implementation in MATLAB Surrogate Modeling and Optimization explains the meaning of different surrogate models and provides an in-depth understanding of such surrogates, emphasizing how.
Umfang:
1 online resource (462 pages)
ISBN:
1-394-24584-X
1-394-24583-1
9781394245833
Schlagworte:
Mathematical models.
Bezugswerke:
Links: