UID:
almafu_9959328379702883
Format:
1 online resource (xviii, 210 pages, [8] pages of color plates) :
,
illustrations, digital, HTML and PDF files
ISBN:
9780470770801
,
0470770805
,
9780470770795
,
0470770791
,
9780470060681
,
0470060689
Content:
Surrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. They provide a global model of some metric of a design (such as weight, aerodynamic drag, cost, etc.), which can then be optimized efficiently. Engineering Design via Surrogate Modelling is a self-contained guide to surrogate models and their use in engineering design. The fundamentals of building, selecting, validating, searching and refining a surrogate are presented in a manner accessible to novices in the field. Figures are used liberally to explain the key concepts and.
Note:
Engineering Design via Surrogate Modelling; Contents; Preface; About the Authors; Foreword; Prologue; Part I Fundamentals; 1 Sampling Plans; 2 Constructing a Surrogate; 3 Exploring and Exploiting a Surrogate; Part Ii Advanced Concepts; 4 Visualization; 5 Constraints; 6 Infill Criteria with Noisy Data; 7 Exploiting Gradient Information; 8 Multi-fidelity Analysis; 9 Multiple Design Objectives; Appendix: Example Problems; Index; Color Plates.
Additional Edition:
Print version: Forrester, Alexander. Engineering design via surrogate modelling. Hoboken, N.J. : Wiley ; Chichester : John Wiley [distributor], 2008 ISBN 9780470060681
Additional Edition:
ISBN 0470060689
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470770801
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470770801
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470770801
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