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Hybrid Neural Network and Expert Systems

Hybrid Neural Network and Expert Systems
Author: Larry R. Medsker
Publisher: Springer Science & Business Media
Total Pages: 241
Release: 2012-12-06
Genre: Computers
ISBN: 1461527260

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Hybrid Neural Network and Expert Systems presents the basics of expert systems and neural networks, and the important characteristics relevant to the integration of these two technologies. Through case studies of actual working systems, the author demonstrates the use of these hybrid systems in practical situations. Guidelines and models are described to help those who want to develop their own hybrid systems. Neural networks and expert systems together represent two major aspects of human intelligence and therefore are appropriate for integration. Neural networks represent the visual, pattern-recognition types of intelligence, while expert systems represent the logical, reasoning processes. Together, these technologies allow applications to be developed that are more powerful than when each technique is used individually. Hybrid Neural Network and Expert Systems provides frameworks for understanding how the combination of neural networks and expert systems can produce useful hybrid systems, and illustrates the issues and opportunities in this dynamic field.


WCNN'96, San Diego, California, U.S.A.

WCNN'96, San Diego, California, U.S.A.
Author: International Neural Network Society
Publisher: Psychology Press
Total Pages: 1408
Release: 1996
Genre: Neural networks (Computer science)
ISBN: 9780805826081

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Hybrid Architectures for Intelligent Systems

Hybrid Architectures for Intelligent Systems
Author: Abraham Kandel
Publisher: CRC Press
Total Pages: 448
Release: 2020-09-10
Genre: Computers
ISBN: 1000102947

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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.


Intelligent Systems

Intelligent Systems
Author: Cornelius T. Leondes
Publisher: CRC Press
Total Pages: 2400
Release: 2018-10-08
Genre: Technology & Engineering
ISBN: 1420040812

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Intelligent systems, or artificial intelligence technologies, are playing an increasing role in areas ranging from medicine to the major manufacturing industries to financial markets. The consequences of flawed artificial intelligence systems are equally wide ranging and can be seen, for example, in the programmed trading-driven stock market crash of October 19, 1987. Intelligent Systems: Technology and Applications, Six Volume Set connects theory with proven practical applications to provide broad, multidisciplinary coverage in a single resource. In these volumes, international experts present case-study examples of successful practical techniques and solutions for diverse applications ranging from robotic systems to speech and signal processing, database management, and manufacturing.


Artificial Intelligence and Expert Systems for Engineers

Artificial Intelligence and Expert Systems for Engineers
Author: C.S. Krishnamoorthy
Publisher: CRC Press
Total Pages: 328
Release: 2018-04-24
Genre: Computers
ISBN: 1351465589

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This book provides a comprehensive presentation of artificial intelligence (AI) methodologies and tools valuable for solving a wide spectrum of engineering problems. What's more, it offers these AI tools on an accompanying disk with easy-to-use software. Artificial Intelligence and Expert Systems for Engineers details the AI-based methodologies known as: Knowledge-Based Expert Systems (KBES); Design Synthesis; Design Critiquing; and Case-Based Reasoning. KBES are the most popular AI-based tools and have been successfully applied to planning, diagnosis, classification, monitoring, and design problems. Case studies are provided with problems in engineering design for better understanding of the problem-solving models using the four methodologies in an integrated software environment. Throughout the book, examples are given so that students and engineers can acquire skills in the use of AI-based methodologies for application to practical problems ranging from diagnosis to planning, design, and construction and manufacturing in various disciplines of engineering. Artificial Intelligence and Expert Systems for Engineers is a must-have reference for students, teachers, research scholars, and professionals working in the area of civil engineering design in particular and engineering design in general.


Intelligent Hybrid Systems

Intelligent Hybrid Systems
Author: Suran Goonatilake
Publisher:
Total Pages: 352
Release: 1995
Genre: Computers
ISBN:

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This book provides a definition of hybrid systems, summarizes the current state of the art, and presents contributions that detail innovative methods for integrating different intelligent techniques. The book is intended to equip researchers, applications developers, and managers with key reference and resource material for the successful development of hybrid systems.


Fuzzy Logic and Soft Computing

Fuzzy Logic and Soft Computing
Author: Bernadette Bouchon-Meunier
Publisher: World Scientific
Total Pages: 512
Release: 1995
Genre: Computers
ISBN: 9789810223458

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Soft computing is a new, emerging discipline rooted in a group of technologies that aim to exploit the tolerance for imprecision and uncertainty in achieving solutions to complex problems. The principal components of soft computing are fuzzy logic, neurocomputing, genetic algorithms and probabilistic reasoning.This volume is a collection of up-to-date articles giving a snapshot of the current state of the field. It covers the whole expanse, from theoretical foundations to applications. The contributors are among the world leaders in the field.


Worldwide Intelligent Systems

Worldwide Intelligent Systems
Author: Jay Liebowitz
Publisher: IOS Press
Total Pages: 300
Release: 1995
Genre: Computers
ISBN: 9789051991833

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Telecommunications firms worldwide are actively involved in AI applications for resolving network management and telecommunications problems. This book adresses the folllowing major functional areas: planning, scheduling, monitoring, control, fault classification and diagnosis, training and help desks. Recent and emerging AI techniques are applied, including neural networks, expert systems, integrating rule-based systems with case-based reasoning systems, genetic algorithms, distribited AI and intelligent tutoring systems. Readers: researchers and professionals in telecommunication, AI experts and graduate students.