Fuzzy-Neuro Approach to Agent Applications

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.

The book can be adopted as the main textbook for courses on intelligent agents, advanced topics in AI or contemporary AI technologies; application developers can use it as a complete technical guide and reference manual for the iJADK toolkit; and researchers can use it as a comprehensive reference book on modern AI techniques, and will benefit particularly from the book's extensive literature survey.

Klappentext

Complete course on Intelligent Agent or AI with focus on contemporary and latest AI technologies and development

Companion technical reference for agent developers/researchers who would like to adopt the iJADK toolkit to develop their own agent-based applications and projects

The advanced section on modern ontology and ontological agents serves as research literature for AI researchers who would like to explore the advanced AI/agent topics that involve the contemporary research on ontological agents and applied ontology

Inhalt

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).