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Multi-fidelity Surrogates: Modeling, Optimization and Applications - Softcover

 
9789811972119: Multi-fidelity Surrogates: Modeling, Optimization and Applications

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Synopsis

This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. Multi-fidelity surrogates have attracted a significant amount of attention in simulation-based design and optimization in recent years. Some real-life engineering design problems, such as prediction of angular distortion in the laser welding, optimization design of micro-aerial vehicle fuselage, and optimization design of metamaterial vibration isolator, are also provided to illustrate the ability and merits of multi-fidelity surrogates in support of engineering design. Specifically, lots of illustrative examples are adopted throughout the book to help explain the approaches in a more "hands-on" manner. This book is a useful reference for postgraduates and researchers of mechanical engineering, as well as engineers of enterprises in related fields.


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  • PublisherSpringer
  • Publication date2022
  • ISBN 10 9811972117
  • ISBN 13 9789811972119
  • BindingPaperback
  • LanguageEnglish
  • Number of pages466

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Other Popular Editions of the Same Title

9789811972096: Multi-fidelity Surrogates: Modeling, Optimization and Applications: 12 (Engineering Applications of Computational Methods, 12)

Featured Edition

ISBN 10:  9811972095 ISBN 13:  9789811972096
Publisher: Springer, 2022
Hardcover