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Springer Handbook of Computational Intelligence: Springer Handbooks

Editat de Janusz Kacprzyk, Witold Pedrycz
en Limba Engleză Hardback – 18 mai 2015
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.
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Specificații

ISBN-13: 9783662435045
ISBN-10: 3662435047
Pagini: 1500
Ilustrații: LV, 1634 p. 534 illus., 65 illus. in color.
Dimensiuni: 193 x 242 x 76 mm
Greutate: 2.99 kg
Ediția:2015
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Springer Handbooks

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Part A: Foundations (ed. by Bernard De Baets, Radko Mesia).- Part B: Fuzzy Logic (ed. by Luis Magdalena, Enrique Herrera-Viedma, Shyi-M. Chen).- Part C: Rough Sets (ed. by Roman Słowinski, Yiyu Yao).- Part D: Neural Networks (ed. by Cesare Alippi, Marios Polycarpou).- Part E: Evolutionary Computation (ed. by Frank Neumann, Carsten Witt, Peter Merz).- Part F: Swarm Intelligence (ed. by Christian Blum, Roderich Gross).- Part G: Hybrid Systems (ed. by Oscar Castillo, Patricia Melin).

Recenzii

“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)

Notă biografică

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.

Textul de pe ultima copertă

This is the first book covering the basics and the state of the art and important applications of the complete growing discipline of computational intelligence. This comprehensive handbook presents a unique synergy of various approaches and new qualities to be gained by using hybrid approaches, incl. inspirations from biology and living organisms and animate systems. The text is organized in 7 main parts foundations, fuzzy sets, rough sets, evolutionary computation, neural networks, swarm intelligence and hybrid computational intelligence systems.

Caracteristici

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