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Engineering Intelligent Hybrid Multi-Agent Systems - Rajiv Khosla

Engineering Intelligent Hybrid Multi-Agent Systems

Hardcover Published: January 1997
ISBN: 9780792399827
Number Of Pages: 410

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Engineering Intelligent Hybrid Multi-Agent Systems is about building intelligent hybrid systems. Included is coverage of applications and design concepts related to fusion systems, transformation systems and combination systems. These applications are in areas involving hybrid configurations of knowledge-based systems, case-based reasoning, fuzzy systems, artificial neural networks, genetic algorithms, and in knowledge discovery and data mining. Through examples and applications a synergy of these subjects is demonstrated. The authors introduce a multi-agent architectural theory for engineering intelligent associative hybrid systems. The architectural theory is described at both the task structure level and the computational level. This problem-solving architecture is relevant for developing knowledge agents and information agents. An enterprise-wide system modeling framework is outlined to facilitate forward and backward integration of systems developed in the knowledge, information, and data engineering layers of an organization. In the modeling process, software engineering aspects like agent oriented analysis, design and reuse are developed and described. Engineering Intelligent Hybrid Multi-Agent Systems is the first book in the field to provide details of a multi-agent architecture for building intelligent hybrid systems.

Preface
Acknowledgments
Why Intelligent Hybrid Systemsp. 1
Methodologiesp. 17
Intelligent Fusion and Transformation Systemsp. 59
Intelligent Combination Systemsp. 105
Knowledge Discovery, Data Mining and Hybrid Systemsp. 143
Association Systems - Task Structure Level Associative Hybrid Architecturep. 179
Intelligent Multi-Agent Hybrid Computational Architecture - Part Ip. 205
Intelligent Multi-Agent Hybrid Computational Architecture - Part IIp. 225
Alarm Processing - An Application of IMAHDAp. 269
Agent Oriented Analysis and Design of the RTAPS - Part Ip. 287
Agent Oriented Analysis and Design of the RTAPS - Part IIp. 311
RTAPS Implementationp. 341
From Data Repositories to Knowledge Repositoriesp. 367
IMAHDA Revisitedp. 389
Input Features of the Animal Domainp. 397
Classes in the Animal Domainp. 398
TTS Power Networkp. 399
TTS Substation Power Networkp. 400
Real Time Alarm Datap. 401
Indexp. 407
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792399827
ISBN-10: 079239982X
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 410
Published: January 1997
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 23.5 x 15.5  x 2.3
Weight (kg): 0.89