Surrogate Model-Based Engineering Design and Optimization

Language: English

Published by Springer Nature Singapore, Springer Nature Singapore Nov 2019, 2019

9811507309 / 9789811507304

Series: Book 35 of 65 - Springer Tracts in Mechanical Engineering

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate model selection and validation, surrogate-based robust design optimization, and surrogate-based evolutionary optimization.Surrogate or metamodels are now frequently used in complex engineering product design to replace expensive simulations or physical experiments. They are constructed from available input parameter values and the corresponding output performance or quantities of interest (QOIs) to provide predictions based on the fitted or interpolated mathematical relationships.The book highlights a range of methods for ensembling surrogate and multi-fidelity models, which offer a good balance between surrogate modeling accuracy and building cost. A number of real-world engineering design problems, such as three-dimensional aircraft design, are also provided to illustrate the ability of surrogates for supporting complex engineering design. Lastly, illustrative examples are included throughout to help explain the approaches in a more 'hands-on' manner. 252 pp. Englisch.…

Seller Inventory # 9789811507304

Title
Surrogate Model-Based Engineering Design and Optimization
Author
Ping Jiang
Publisher
Springer Nature Singapore, Springer Nature Singapore Nov 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9811507309
ISBN 13
9789811507304
Item weight
547 grams
Dimensions
241x160x20 mm
Series
Book 35 of 65: Springer Tracts in Mechanical Engineering

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 25.78US$ 25.78
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BuchWeltWeit Ludwig Meier e.K.

Germany