Overview
- 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
- Includes supplementary material: sn.pub/extras
Part of the book series: Springer Handbooks (SHB)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
About this book
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.
Similar content being viewed by others
Keywords
Table of contents (81 chapters)
-
Neural Networks
-
Front Matter
-
Reviews
“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)
Editors and Affiliations
About the editors
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.
Bibliographic Information
Book Title: Springer Handbook of Computational Intelligence
Editors: Janusz Kacprzyk, Witold Pedrycz
Series Title: Springer Handbooks
DOI: https://doi.org/10.1007/978-3-662-43505-2
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer Berlin Heidelberg 2015
Hardcover ISBN: 978-3-662-43504-5Published: 18 May 2015
eBook ISBN: 978-3-662-43505-2Published: 28 May 2015
Series ISSN: 2522-8692
Series E-ISSN: 2522-8706
Edition Number: 1
Number of Pages: LV, 1634
Number of Illustrations: 469 b/w illustrations, 65 illustrations in colour