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Multi-fidelity surrogates : modeling, optimization and applications / Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma.

9789811972102 (electronic bk.)
9811972109 (electronic bk.)
9789811972096

Singapore : Springer, [2023]

English

1 online resource (viii, 456 pages) : illustrations (some color).

10.1007/978-981-19-7210-2 doi

TA174

620.0042

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.

Includes bibliographical references.

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Online resource; title from PDF title page (SpringerLink, viewed November 9, 2022).

Engineering Applications of Computational Methods, 2662-3374 v. 12

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