Recent Advances in Intelligent Paradigms and Applications

Ajith Abraham, Lakhmi C. Jain, Janusz Kacprzyk

272 pages, parution le 16/12/2002

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Résumé

The last few decades have seen a new era of artificial intelligence focusing on emulating humans, either in their behaviour or in their neurophysiology. Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. This volume is a rare collection of 12 chapters compiling the latest state-of-the-art research in the area of intelligent paradigms authored by the world leading well-established experts in the field. Each chapter focuses on different aspects of intelligent systems. The chapters present the latest theoretical developments as well as practical applications of these latest technologies.

Contents

Intelligent systems: architectures and perspectives
Hybrid architecture for autonomous robots, based on representations, perception and intelligent control
An intuitionistic fuzzy set based approach to intelligent data analysis
A fuzzy inference methodology based on the fuzzification of set inclusion
A fuzzy approach to job-shop scheduling problem based on imprecise processing times
On efficient representation of expert knowledge by fuzzy logic: Towards an optimal combination of granularity and higher order approaches
Discovering efficient learning rules for feedforward neural networks using genetic programming
Neuro-fuzzy methods for modeling and identification
Constrained two dimensional bin packing using a genetic algorithm
Sequential and distributed evolutionary algorithms for combinatorial optimization problems
Embodied emotional agent in intelligent training system
Optimizing intelligent agent's constraint satisfaction with neural networks.

L'auteur - Ajith Abraham

Abraham, A., Oklahoma State University (Tulsa);
Editor

L'auteur - Lakhmi C. Jain

University of South Australia, Adelaide, SA, Australia.
Editor

L'auteur - Janusz Kacprzyk

Kacprzyk, J., Polish Academy of Sciences, Warsaw, Poland
Editor

Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Ajith Abraham, Lakhmi C. Jain, Janusz Kacprzyk
Parution	16/12/2002
Nb. de pages	272
Format	16 x 24
Couverture	Relié
Poids	555g
Intérieur	Noir et Blanc
EAN13	9783790815382