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Studies in Fuzziness and Soft Computing

Soft Computing Applications in Industry

Editors: Prasad, Bhanu (Ed.)

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  • 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 160,49 €
price for Spain (gross)
  • ISBN 978-3-540-77465-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Hardcover 207,99 €
price for Spain (gross)
Softcover 207,99 €
price for Spain (gross)
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)

Table of contents (19 chapters)

Buy this book

eBook 160,49 €
price for Spain (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 207,99 €
price for Spain (gross)
Softcover 207,99 €
price for Spain (gross)
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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