001453214 000__ 03579cam\a2200529\i\4500
001453214 001__ 1453214
001453214 003__ OCoLC
001453214 005__ 20230314003339.0
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001453214 008__ 221109s2023\\\\si\a\\\\ob\\\\000\0\eng\d
001453214 020__ $$a9789811972102$$q(electronic bk.)
001453214 020__ $$a9811972109$$q(electronic bk.)
001453214 020__ $$z9789811972096
001453214 0247_ $$a10.1007/978-981-19-7210-2$$2doi
001453214 035__ $$aSP(OCoLC)1350538774
001453214 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dOCLCF
001453214 049__ $$aISEA
001453214 050_4 $$aTA174
001453214 08204 $$a620.0042$$223
001453214 1001_ $$aZhou, Qi,$$eauthor.
001453214 24510 $$aMulti-fidelity surrogates :$$bmodeling, optimization and applications /$$cQi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma.
001453214 264_1 $$aSingapore :$$bSpringer,$$c[2023]
001453214 300__ $$a1 online resource (viii, 456 pages) :$$billustrations (some color).
001453214 336__ $$atext$$btxt$$2rdacontent
001453214 337__ $$acomputer$$bc$$2rdamedia
001453214 338__ $$aonline resource$$bcr$$2rdacarrier
001453214 4901_ $$aEngineering applications of computational methods,$$x2662-3374 ;$$vvolume 12
001453214 504__ $$aIncludes bibliographical references.
001453214 5050_ $$aPreface -- 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.
001453214 506__ $$aAccess limited to authorized users.
001453214 520__ $$aThis 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.
001453214 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 9, 2022).
001453214 650_0 $$aEngineering design$$xMathematical models.
001453214 650_0 $$aSurrogate-based optimization.
001453214 650_0 $$aEngineering mathematics.
001453214 655_0 $$aElectronic books.
001453214 7001_ $$aZhao, Min,$$eauthor.
001453214 7001_ $$aHu, Jiexiang,$$eauthor.
001453214 7001_ $$aMa, Mengying,$$eauthor.
001453214 830_0 $$aEngineering Applications of Computational Methods,$$x2662-3374$$vv. 12
001453214 852__ $$bebk
001453214 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-19-7210-2$$zOnline Access$$91397441.1
001453214 909CO $$ooai:library.usi.edu:1453214$$pGLOBAL_SET
001453214 980__ $$aBIB
001453214 980__ $$aEBOOK
001453214 982__ $$aEbook
001453214 983__ $$aOnline
001453214 994__ $$a92$$bISE