Slawomir (Hrsg.) Koziel
Surrogate-Based Modeling and Optimization
Applications in Engineering
Buch
Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, even more importantly, to adjust parameters of the system to have it meet given performance requirements. Unfortunately, accurate simulations are often computationally very expensive with evaluation times as long as hours or even days per design, making design automation using conventional methods impractical. These and other problems can be alleviated by the development and employment of so-called surrogates that reliably represent the expensive, simulation-based model of the system or d…
Mehr
Beschreibung
Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, even more importantly, to adjust parameters of the system to have it meet given performance requirements. Unfortunately, accurate simulations are often computationally very expensive with evaluation times as long as hours or even days per design, making design automation using conventional methods impractical. These and other problems can be alleviated by the development and employment of so-called surrogates that reliably represent the expensive, simulation-based model of the system or device of interest but they are much more reasonable and analytically tractable. This book is about surrogate-based modeling and optimization techniques, and their applications for solving difficult and computationally expensive engineering design problems. It begins by presenting the basic concepts and formulations of the surrogate-based modeling and optimization paradigm and then discusses relevant modeling techniques, optimization algorithms and design procedures, as well as state-of-the-art developments. The chapters are self-contained with basic concepts and formulations along with applications and examples. The book will be useful to researchers in engineering and mathematics, in particular those who employ computationally heavy simulations in their design work.
CHF 130.00
Preise inkl. MwSt. und Versandkosten (Portofrei ab CHF 40.00)
V103:
Folgt in ca. 5 Arbeitstagen
Produktdetails
Weitere Autoren: Leifsson, Leifur (Hrsg.)
- ISBN: 978-1-4939-5472-8
- EAN: 9781493954728
- Produktnummer: 20458930
- Verlag: Springer New York
- Sprache: Englisch
- Erscheinungsjahr: 2016
- Seitenangabe: 420 S.
- Masse: H23.5 cm x B15.5 cm x D2.2 cm 633 g
- Auflage: Softcover reprint of the original 1st ed. 2013
- Abbildungen: Paperback
- Gewicht: 633
18 weitere Werke von Slawomir (Hrsg.) Koziel:
Applications in Engineering
Ebook (PDF Format)
CHF 165.50
Applications in Engineering
Ebook (PDF Format)
CHF 165.50
Applications in Engineering
Ebook (PDF Format)
CHF 200.50
Applications in Engineering
Ebook (PDF Format)
CHF 160.00
Applications in Engineering
Ebook (PDF Format)
CHF 165.50
Bewertungen
0 von 0 Bewertungen
Anmelden
Keine Bewertungen gefunden. Seien Sie der Erste und teilen Sie Ihre Erkenntnisse mit anderen.