bokomslag Multi-fidelity Surrogates
Konst & kultur

Multi-fidelity Surrogates

Qi Zhou Min Zhao Jiexiang Hu Mengying Ma

Inbunden

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  • 456 sidor
  • 2022
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.
  • Författare: Qi Zhou, Min Zhao, Jiexiang Hu, Mengying Ma
  • Format: Inbunden
  • ISBN: 9789811972096
  • Språk: Engelska
  • Antal sidor: 456
  • Utgivningsdatum: 2022-11-08
  • Förlag: Springer Verlag, Singapore