Ebook: Fuzzy-Neuro Approach to Agent Applications: From the AI Perspective to Modern Ontology
Author: Dr. Raymond S. T. Lee (auth.)
- Tags: Artificial Intelligence (incl. Robotics), Computer Communication Networks, Computation by Abstract Devices, Mathematical Logic and Formal Languages
- Series: Springer Series in Agent Technology
- Year: 2006
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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.
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.
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.
Content:
Front Matter....Pages I-XVII
Introduction....Pages 1-10
Front Matter....Pages 11-11
The Search for Human Intelligence....Pages 13-54
From AI to IA — The Emergence of Agent Technology....Pages 55-82
AI Techniques for Agent Construction....Pages 83-161
Front Matter....Pages 163-163
The Design and Implementation of an Intelligent Agent-Based System Using iJADK....Pages 165-190
iJADE WShopper — Intelligent Mobile Shopping Based on Fuzzy-Neuro Shopping Agents....Pages 191-208
iJADE WeatherMAN — A Weather Forecasting Agent Using the Fuzzy Neural Network Model....Pages 209-229
iJADE Stock Advisor — An Intelligent Agent-Based Stock Prediction System Using the Hybrid RBF Recurrent Network....Pages 231-253
iJADE Surveillant — A Multi-resolution Neuro-oscillatory Agent-Based Surveillance System....Pages 255-285
iJADE Negotiator — An Intelligent Fuzzy Agent-Based Negotiation System for Internet Shopping....Pages 287-318
Future Agent Technology — Modern Ontology and Ontological Agent Technologies (OAT)....Pages 319-346
Back Matter....Pages 347-376
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.
Content:
Front Matter....Pages I-XVII
Introduction....Pages 1-10
Front Matter....Pages 11-11
The Search for Human Intelligence....Pages 13-54
From AI to IA — The Emergence of Agent Technology....Pages 55-82
AI Techniques for Agent Construction....Pages 83-161
Front Matter....Pages 163-163
The Design and Implementation of an Intelligent Agent-Based System Using iJADK....Pages 165-190
iJADE WShopper — Intelligent Mobile Shopping Based on Fuzzy-Neuro Shopping Agents....Pages 191-208
iJADE WeatherMAN — A Weather Forecasting Agent Using the Fuzzy Neural Network Model....Pages 209-229
iJADE Stock Advisor — An Intelligent Agent-Based Stock Prediction System Using the Hybrid RBF Recurrent Network....Pages 231-253
iJADE Surveillant — A Multi-resolution Neuro-oscillatory Agent-Based Surveillance System....Pages 255-285
iJADE Negotiator — An Intelligent Fuzzy Agent-Based Negotiation System for Internet Shopping....Pages 287-318
Future Agent Technology — Modern Ontology and Ontological Agent Technologies (OAT)....Pages 319-346
Back Matter....Pages 347-376
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