Hybrid Intelligent Systems

Authors: Medsker, Larry R.

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About this book

Hybrid Intelligent Systems summarizes the strengths and weaknesses of five intelligent technologies: fuzzy logic, genetic algorithms, case-based reasoning, neural networks and expert systems, reviewing the status and significance of research into their integration. Engineering and scientific examples and case studies are used to illustrate principles and application development techniques. The reader will gain a clear idea of the current status of hybrid intelligent systems and discover how to choose and develop appropriate applications. The book is based on a thorough literature search of recent publications on research and development in hybrid intelligent systems; the resulting 50-page reference section of the book is invaluable.
The book starts with a summary of the five major intelligent technologies and of the issues in and current status of research into them. Each subsequent chapter presents a detailed discussion of a different combination of intelligent technologies, along with examples and case studies. Four chapters contain detailed case studies of working hybrid systems. The book enables the reader to:

  • Describe the important concepts, strengths and limitations of each technology;
  • Recognize and analyze potential problems with the application of hybrid systems;
  • Choose appropriate hybrid intelligent solutions;
  • Understand how applications are designed with any of the approaches covered;
  • Choose appropriate commercial development shells or tools. An invaluable reference source for those who wish to apply intelligent systems techniques to their own problems.

Reviews

` ... is very readable, with clear illustrations, and provides an insightful, informative, and up-to-date account of the basic ideas underlying hybrid intelligent systems. ... provides a good source for gaining a better understanding of hybrid systems.'
Engineering Applications Artificial Intelligence, 10:1 (1996)

Table of contents (14 chapters)

  • Overview of Intelligent Systems

    Medsker, Larry R.

    Pages 1-15

  • Research in Hybrid Intelligent Systems

    Medsker, Larry R.

    Pages 17-37

  • Expert Systems and Neural Networks

    Medsker, Larry R.

    Pages 39-56

  • Industrial Experience: The use of Hybrid Systems in the Power Industry

    Maclntyre, John (et al.)

    Pages 57-74

  • Expert Networks: Theory and Applications

    Hruska, Susan I. (et al.)

    Pages 75-93

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-1-4615-2353-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
  • ISBN 978-0-7923-9588-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $139.00
price for USA in USD
  • ISBN 978-1-4613-5998-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Hybrid Intelligent Systems
Authors
Copyright
1995
Publisher
Springer US
Copyright Holder
Kluwer Academic Publishers
eBook ISBN
978-1-4615-2353-6
DOI
10.1007/978-1-4615-2353-6
Hardcover ISBN
978-0-7923-9588-1
Softcover ISBN
978-1-4613-5998-2
Edition Number
1
Number of Pages
XIV, 298
Topics