Multi-fidelity Surrogates

Modeling, Optimization and Applications

von Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma

456 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Engineering Applications of Computational Methods
• ISBN: 9789811972126
• Sprache: Englisch
• Erscheinungsdatum: 09.11.2023
• Genre: Technik/Maschinenbau, Fertigungstechnik
• Verlag: Springer Singapore