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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Technology: general issues Technical design

• Plný název: Multi-fidelity Surrogates
• Podnázev: Modeling, Optimization and Applications
• Autor: Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 464
• EAN: 9789811972096
• ID: 41528408
• Nakladatelství: Springer, Berlin
• Hmotnost: 942 g
• Rozměry: 235 × 155 × 29 mm
• Rok vydání: 2022

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