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Hybrid Architectures for Intelligent Systems - Abraham Kandel

Hybrid Architectures for Intelligent Systems

Hardcover

Published: 21st February 1992
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Hybrid architecture for intelligent systems is a new field of artificial intelligence concerned with the development of the next generation of intelligent systems. This volume is the first book to delineate current research interests in hybrid architectures for intelligent systems.
The book is divided into two parts. The first part is devoted to the theory, methodologies, and algorithms of intelligent hybrid systems. The second part examines current applications of intelligent hybrid systems in areas such as data analysis, pattern classification and recognition, intelligent robot control, medical diagnosis, architecture, wastewater treatment, and flexible manufacturing systems.
Hybrid Architectures for Intelligent Systems is an important reference for computer scientists and electrical engineers involved with artificial intelligence, neural networks, parallel processing, robotics, and systems architecture.

Foreword
Preface
Theory, Methodologies, Algorithmsp. 1
Neural Nets and Fuzzy Logicp. 3
Node Error Assignment in Expert Networksp. 29
Learning System for Grammars and Lexiconsp. 49
Integration of Neural Network Techniques With Approximate Reasoning in Knowledge-Based Systemsp. 71
A Parallel Distributed Approach for Knowledge-Based Inference and Learningp. 87
Performance Issues of a Hybrid Symbolic, Connectionist Algorithmp. 105
A Hybrid Architecture for Fuzzy Connectionist Expert Systemp. 135
Models and Guidelines for Integrating Expert Systems and Neural Networksp. 153
Fuzzy Hybrid Systemsp. 173
Hybrid Distributed/Local Connectionist Architecturesp. 199
Hierarchical Structures in Hybrid Systemsp. 221
Rule Combining - A Neural Network Approach To Design Optimizationp. 255
Applicationsp. 277
A Problem Solving System for Data Analysis, Pattern Classification and Recognitionp. 279
Robotic Skill Acquisition Based on Biological Principlesp. 301
Medical Diagnosis and Treatment Plans Derived from a Hybrid Expert Systemp. 329
Representing Expert Knowledge in Neural Netsp. 345
An Intelligent Hybrid System for Wastewater Treatmentp. 357
A Hybrid Neural and Symbolic Processing Approach To Flexible Manufacturing Systems Schedulingp. 379
Authors' Biographical Informationp. 407
Indexp. 417
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780849342295
ISBN-10: 0849342295
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 420
Published: 21st February 1992
Publisher: CRC PR INC
Country of Publication: US
Dimensions (cm): 26.16 x 18.59  x 2.85
Weight (kg): 1.01
Edition Number: 1