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Fuzzy-Neuro Approach to Agent Applications
ISBN-13:
9783540309840
Veröffentl:
2006
Seiten:
376
Autor:
Raymond S. T. Lee
Serie:
Springer Series on Agent Technology
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
The book provides a full explanation of the concepts and theories of intelligent agents and agent-based systems. Providing a comprehensive theoretical background, the author covers modern artificial intelligence topics such as ontologies, neural networks, chaos theory, fuzzy logics and genetic algorithms. Finally, the author details how the iJADK toolkit (intelligent Java agent development kit for intelligent e-business applications) can be used in the design and implementation phases of real applications.
Concepts and Theories.- The Search for Human Intelligence.- From AI to IA - The Emergence of Agent Technology.- AI Techniques for Agent Construction.- Applications of Intelligent Agents Using iJADK.- The Design and Implementation of an Intelligent Agent-Based System Using iJADK.- iJADE WShopper - Intelligent Mobile Shopping Based on Fuzzy-Neuro Shopping Agents.- iJADE WeatherMAN - A Weather Forecasting Agent Using the Fuzzy Neural Network Model.- iJADE Stock Advisor - An Intelligent Agent-Based Stock Prediction System Using the Hybrid RBF Recurrent Network.- iJADE Surveillant - A Multi-resolution Neuro-oscillatory Agent-Based Surveillance System.- iJADE Negotiator - An Intelligent Fuzzy Agent-Based Negotiation System for Internet Shopping.- Future Agent Technology - Modern Ontology and Ontological Agent Technologies (OAT).
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