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Beschreibung
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.
Modeling, Optimization and Applications
Modeling, Optimization and Applications
Details
| Verlag | Springer Singapore |
| Ersterscheinung | 09. November 2023 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 782 Gramm |
| Format | Softcover |
| ISBN-13 | 9789811972126 |
| Seiten | 456 |
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