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Studies in Fuzziness and Soft Computing

Soft Computing Applications in Industry

Editors: Prasad, Bhanu (Ed.)

  • Real-world Applications of Soft Computing in Industry
  • Presents the main techniques of soft computing such as ant-colony optimization, artificial immune systems, artificial neural networks, Bayesian models, etc.
  • Includes various examples and application domains such as bioinformatics, detection of phishing attacks, distributed terrestrial transportation, fault detection of motors etc.
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eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-540-77465-5
  • Digitally watermarked, DRM-free
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  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-540-77464-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.99
price for USA in USD
  • ISBN 978-3-642-09614-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Softcomputing techniques play a vital role in the industry. This book presents several important papers contributed by some of the well-known scientists from all over the globe. The application domains discussed in this book include: agroecology, bioinformatics, branched fluid-transport network layout design, dam scheduling, data analysis and exploration, detection of phishing attacks, distributed terrestrial transportation, fault detection of motors, fault diagnosis of electronic circuits, fault diagnosis of power distribution systems, flood routing, hazard sensing, health care, industrial chemical processes, knowledge management in software development, local multipoint distribution systems, missing data estimation, parameter calibration of rainfall intensity models, parameter identification for systems engineering, petroleum vessel mooring, query answering in P2P systems, real-time strategy games, robot control, satellite heat pipe design, monsoon rainfall forecasting, structural design, tool condition monitoring, vehicle routing, water network design, etc.

The softcomputing techniques presented in this book are on (or closely related to): ant-colony optimization, artificial immune systems, artificial neural networks, Bayesian models, case-based reasoning, clustering techniques, differential evolution, fuzzy classification, fuzzy neural networks, genetic algorithms, harmony search, hidden Markov models, locally weighted regression analysis, probabilistic principal component analysis, relevance vector machines, self-organizing maps, other machine learning and statistical techniques, and the combinations of the above techniques.

Table of contents (19 chapters)

  • Optimization of Industrial Processes Using Improved and Modified Differential Evolution

    Babu, B. V. (et al.)

    Pages 1-22

  • Noise-Robust Tool Condition Monitoring in Micro-milling with Hidden Markov Models

    Zhu, K. P. (et al.)

    Pages 23-46

  • Dynamically Self-generated Fuzzy Neural Networks with Industry Applications

    Er, Meng Joo (et al.)

    Pages 47-68

  • Kernel Estimators in Industrial Applications

    Kulczycki, Piotr

    Pages 69-91

  • Negative Selection Algorithm with Applications in Motor Fault Detection

    Gao, X. Z. (et al.)

    Pages 93-115

Buy this book

eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-540-77465-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.99
price for USA in USD
  • ISBN 978-3-540-77464-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.99
price for USA in USD
  • ISBN 978-3-642-09614-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Computing Applications in Industry
Editors
  • Bhanu Prasad
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
226
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-77465-5
DOI
10.1007/978-3-540-77465-5
Hardcover ISBN
978-3-540-77464-8
Softcover ISBN
978-3-642-09614-3
Series ISSN
1434-9922
Edition Number
1
Number of Pages
VI, 385
Topics