In the name of of Allah the Merciful

Multi-fidelity Surrogates: Modeling, Optimization and Applications

Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma, 9811972095, 978-9811972096, 9789811972096, B0BLRBCCL1, 978-981-19-7209-6, 978-981-19-7210-2

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English | 2023 | PDF

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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.