Springer Handbook of Computational Intelligence
Editors: Kacprzyk, Janusz, Pedrycz, Witold (Eds.)
Free Preview- Comprehensive, up to date handbook, covering one of the hottest topics in research and application-oriented science and engineering
- Includes a synergy of various approaches and new qualities to be gained by using hybrid approaches
- A timely and up-to-date reference, edited by internationally renowned experts
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- About this book
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The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches include, for example, those being inspired by biology, living organisms and animate systems. Content is organized in seven parts: foundations; fuzzy logic; rough sets; evolutionary computation; neural networks; swarm intelligence and hybrid computational intelligence systems. Each Part is supervised by its own Part Editor(s) so that high-quality content as well as completeness are assured.
- About the authors
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Janusz Kacprzyk is editor in chief of the Springer series Studies in “Computational Intelligence”, “Studies in Fuzziness and Soft computing”, “Advances in Intelligent and Soft Computing” and “Intelligent Systems Reference Library”. He is the recent past president of the International Fuzzy Systems Association (IFSA) and recipient of the pioneer award of the IEEE Computational Intelligence Society.
Witold Pedrycz is the Editor-in-Chief of IEEE Transactions on Systems Man and Cybernetics-part A, Editor-in-Chief of the journal “Information Sciences” (Wiley) and Associate Editor of the IEEE Transactions on Fuzzy Systems. Witold Pedrycz is a recipient of the prestigious Norbert Wiener award from the IEEE Society of Systems, Man and Cybernetics.
- Reviews
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“This is not just a hand book but an encyclopedia/reference tool for computer scientists, engineers (bio, neuro, electric), and physicists dealing with complex mathematical problems. It describes the basic principles, theories, and historical development of Logic, computational sciences, EE, and neurophysiological background for modeling.” (Joseph J. Grenier, Amazon.com, April, 2016)
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- Table of contents (44 chapters)
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Introduction
Pages 1-4
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Many-Valued and Fuzzy Logics
Pages 7-29
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Possibility Theory and Its Applications: Where Do We Stand?
Pages 31-60
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Aggregation Functions on [0,1]
Pages 61-74
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Monotone Measures-Based Integrals
Pages 75-88
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Table of contents (44 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Springer Handbook of Computational Intelligence
- Editors
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- Janusz Kacprzyk
- Witold Pedrycz
- Series Title
- Springer Handbooks
- Copyright
- 2015
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer Berlin Heidelberg
- eBook ISBN
- 978-3-662-43505-2
- DOI
- 10.1007/978-3-662-43505-2
- Hardcover ISBN
- 978-3-662-43504-5
- Series ISSN
- 2522-8692
- Edition Number
- 1
- Number of Pages
- LV, 1634
- Number of Illustrations
- 469 b/w illustrations, 65 illustrations in colour
- Topics
