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Springer Handbook of Computational Intelligence / edited by Janusz Kacprzyk, Witold Pedrycz.

Contributor(s): Kacprzyk, Janusz, editor literario | Pedrycz, Witold (1953-), editor literario
Material type: materialTypeLabelE-bookSeries: (Springer Handbooks,, 2522-8692); (Engineering (Springer-11647)).Publisher: Berlin, Heidelberg : Springer International Publishing, 2015Description: 1 recurso en línea (LV, 1634 páginas 534 ilustraciones, 65 ilustraciones a color.).ISBN: 9783662435052.Subject: Inteligencia artificialOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
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).
Abstract: 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.
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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).

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.

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