Studies in Computational Intelligence

Applications of Neural Networks in High Assurance Systems

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

  • 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
see more benefits

Buy this book

eBook $149.00
price for USA (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 $199.00
price for USA
  • ISBN 978-3-642-10689-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-3-642-26269-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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)

  • Application of Neural Networks in High Assurance Systems: A Survey

    Schumann, Johann (et al.)

    Pages 1-19

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

    Annaswamy, Anuradha M. (et al.)

    Pages 21-39

  • Network Complexity Analysis of Multilayer Feedforward Artificial Neural Networks

    Yu, Helen

    Pages 41-55

  • Design and Flight Test of an Intelligent Flight Control System

    Smith, Tim (et al.)

    Pages 57-76

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

    Nguyen, Nhan T. (et al.)

    Pages 77-110

Buy this book

eBook $149.00
price for USA (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 $199.00
price for USA
  • ISBN 978-3-642-10689-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-3-642-26269-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

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 and Tables
99 b/w illustrations
Topics