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|d OCLCF
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|a 9789811972102
|q (electronic bk.)
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|a 9811972109
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|z 9789811972096
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|a 10.1007/978-981-19-7210-2
|2 doi
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|a (OCoLC)1350538774
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|a TA174
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|a HCDD
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| 100 |
1 |
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|a Zhou, Qi,
|e author.
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| 245 |
1 |
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|a Multi-fidelity surrogates :
|b modeling, optimization and applications /
|c Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma.
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| 264 |
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1 |
|a Singapore :
|b Springer,
|c [2023]
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| 300 |
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|a 1 online resource (viii, 456 pages) :
|b illustrations (some color).
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| 336 |
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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| 490 |
1 |
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|a Engineering applications of computational methods,
|x 2662-3374 ;
|v volume 12
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| 505 |
0 |
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|a Preface -- Chapter 1 Introduction -- Chapter 2 Hierarchical multi-fidelity surrogates modeling -- Chapter 3 Non-Hierarchical multi-fidelity surrogates modeling -- Chapter 4 Sequential multi-fidelity surrogates modeling -- Chapter 5 Multi-fidelity surrogates assisted efficient global optimization -- Chapter 6 Multi-fidelity surrogates assisted reliability design optimization -- Chapter 7 Multi-fidelity surrogates assisted robust design optimization -- Chapter 8 Multi-fidelity surrogates assisted evolutional optimization -- Chapter 9 Engineering Applications -- Chapter 10 Concluding remarks.
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| 520 |
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|a 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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| 504 |
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|a Includes bibliographical references.
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| 588 |
0 |
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|a Online resource; title from PDF title page (SpringerLink, viewed November 9, 2022).
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| 650 |
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|a Engineering design
|x Mathematical models.
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| 650 |
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|a Surrogate-based optimization.
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| 650 |
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|a Engineering mathematics.
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| 650 |
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|a Engineering design
|x Mathematical models
|2 fast
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| 650 |
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7 |
|a Engineering mathematics
|2 fast
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| 650 |
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|a Surrogate-based optimization
|2 fast
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| 700 |
1 |
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|a Zhao, Min,
|e author.
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| 700 |
1 |
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|a Hu, Jiexiang,
|e author.
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| 700 |
1 |
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|a Ma, Mengying,
|e author.
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| 830 |
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0 |
|a Engineering applications of computational methods ;
|v v. 12.
|x 2662-3374
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| 856 |
4 |
0 |
|u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-981-19-7210-2
|y Click for online access
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| 903 |
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|a SPRING-ALL2023
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| 994 |
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|a 92
|b HCD
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