Cognitive Engineering

A Distributed Approach to Machine Intelligence

Amit Konar, Lakhmi C. Jain - Collection Advanced Information and Knowledge Processing

386 pages, parution le 12/10/2005

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Résumé

This book explores the design issues of intelligent engineering systems. Beginning with the foundations of psychological modeling of the human mind, the main emphasis is given to parallel & distributed realization of intelligent models for application in reasoning, learning, planning & multi-agent co-ordination problems. Case studies on human-mood detection & control, & behavioral co-operation of mobile robots are provided. This is the 1st comprehensive text of its kind, bridging the gap between Cognitive Science & Cognitive Systems Engineering.

Each chapter includes plenty of numerical examples & exercises with sufficient hints, so that readers can solve the exercises on their own. Computer simulations are included in most chapters to give a clear idea about the application of the algorithms undertaken.

This book is unique in its theme & contents - written with graduates in mind, it would also be a valuable resource for researchers in the fields Cognitive Science, Computer Science & Cognitive Engineering.

Written for: Researchers, postgraduates

L'auteur - Lakhmi C. Jain

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

Sommaire

The Psychological Basis of Cognitive Modeling
Parallel and Distributed Logic Programming
Distributed Reasoning by Fuzzy Petri Nets: A Review
Belief Propagation and Belief Revision Models in Fuzzy Petri Nets
Building Expert Systems Using Fuzzy Petri Nets
Distributed Learning Using Fuzzy Cognitive Maps
Unsupervised Learning by Fuzzy Petri Nets
Supervised Learning by a Fuzzy Petri Net
Distributed Modeling of Abduction, Reciprocity, and Duality by Fuzzy Petri Nets
Human Mood Detection and Control: A Cybernetic Approach
Distributed Planning and Multi-agent Coordination of Robots

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Amit Konar, Lakhmi C. Jain
Collection	Advanced Information and Knowledge Processing
Parution	12/10/2005
Nb. de pages	386
Format	16 x 24
Couverture	Relié
Poids	640g
Intérieur	Noir et Blanc
EAN13	9781852339753
ISBN13	978-1-85233-975-3