| 書目名稱 | Multi-fidelity Surrogates | | 副標題 | Modeling, Optimizati | | 編輯 | Qi Zhou,Min Zhao,Mengying Ma | | 視頻video | http://file.papertrans.cn/641/640074/640074.mp4 | | 概述 | Offers an in-depth review of modeling, optimization, and applications of multi-fidelity surrogates.Provides multi-fidelity surrogates-assisted design optimization under both deterministic and uncertai | | 叢書名稱 | Engineering Applications of Computational Methods | | 圖書封面 |  | | 描述 | .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.. | | 出版日期 | Book 2023 | | 關鍵詞 | Multi-fidelity surrogates; Sequential design; Efficient global optimization; Reliability analysis; Robus | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-19-7210-2 | | isbn_softcover | 978-981-19-7212-6 | | isbn_ebook | 978-981-19-7210-2Series ISSN 2662-3366 Series E-ISSN 2662-3374 | | issn_series | 2662-3366 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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