Studies in Computational Intelligence

Applications of Neural Networks in High Assurance Systems

Editors: Schumann, Johann M.Ph., Liu, Yan (Eds.)

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  • State-of-the-art of Neural Networks in real-world, safety-critical systems
  • Presents Neural Network applications in safety related areas, ranging from aerospace industry and steam power turbines to the automotive industry
  • Provides a better understanding of the practical requirements for developing and deploying neuro-adaptive systems
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eBook 117,69 €
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  • ISBN 978-3-642-10690-3
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Hardcover 176,79 €
price for Spain (gross)
  • ISBN 978-3-642-10689-7
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  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
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Softcover 145,78 €
price for Spain (gross)
  • ISBN 978-3-642-26269-2
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  • Institutional customers should get in touch with their account manager
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  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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About this book

"Applications of Neural Networks in High Assurance Systems" is the first book directly addressing a key part of neural network technology: methods used to pass the tough verification and validation (V&V) standards required in many safety-critical applications. The book presents what kinds of evaluation methods have been developed across many sectors, and how to pass the tests. A new adaptive structure of V&V is developed in this book, different from the simple six sigma methods usually used for large-scale systems and different from the theorem-based approach used for simplified component subsystems.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Application of Neural Networks in High Assurance Systems: A Survey

    Pages 1-19

    Schumann, Johann (et al.)

  • Robust Adaptive Control Revisited: Semi-global Boundedness and Margins

    Pages 21-39

    Annaswamy, Anuradha M. (et al.)

  • Network Complexity Analysis of Multilayer Feedforward Artificial Neural Networks

    Pages 41-55

    Yu, Helen

  • Design and Flight Test of an Intelligent Flight Control System

    Pages 57-76

    Smith, Tim (et al.)

  • Stability, Convergence, and Verification and Validation Challenges of Neural Net Adaptive Flight Control

    Pages 77-110

    Nguyen, Nhan T. (et al.)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-642-10690-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 176,79 €
price for Spain (gross)
  • ISBN 978-3-642-10689-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 145,78 €
price for Spain (gross)
  • ISBN 978-3-642-26269-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Neural Networks in High Assurance Systems
Editors
  • Johann M.Ph. Schumann
  • Yan Liu
Series Title
Studies in Computational Intelligence
Series Volume
268
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-10690-3
DOI
10.1007/978-3-642-10690-3
Hardcover ISBN
978-3-642-10689-7
Softcover ISBN
978-3-642-26269-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVI, 248
Number of Illustrations
99 b/w illustrations
Topics