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Neurocomputing for Design Automation

Neurocomputing for Design Automation

・ISBN 978-0-8493-2092-7 hard GB£ 215.00

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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 9781315214764

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著者・編者Park, Hyo Seon,
シリーズ (Computer Aided Engineering)
出版社 (CRC Press Inc, US)
出版年月1998
ページ数240 pp.
言語ENG
ニュース番号＜A00-36437＞

解説

Neurocomputing for Design Automation provides innovative design theories and computational models with two broad objectives: automation and optimization.
This singular book:

  • Presents an introduction to the automation and optimization of engineering design of complex engineering systems using neural network computing
  • Outlines new computational models and paradigms for automating the complex process of design for unique engineering systems, such as steel highrise building structures
  • Applies design theories and models to the solution of structural design problems
  • Integrates three computing paradigms: mathematical optimization, neural network computing, and parallel processing
    The applications described are general enough to be applied directly or by extension to other engineering design problems, such as aerospace or mechanical design. Also, the computational models are shown to be stable and robust - particularly suitable for design automation of large systems, such as a 144-story steel super-highrise building structure with more than 20,000 members.
    The book provides an exceptional framework for the automation and optimization of engineering design, focusing on a new computing paradigm - neural networks computing. It presents the automation of complex systems at a new and higher level never achieved before.