Multi-fidelity Surrogates: Modeling, Optimization and Applications (Engineering Applications of Computational Methods, 12) free ebook download.

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

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Author(s):	Qi Zhou

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	9811972095
Pages:	464	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	11/12/2022 12:20:05 PM

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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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Tags: Applications Computational Engineering Methods Modeling Multi-fidelity Optimization Surrogates

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