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Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms : Industrial Applications - Lakhmi C. Jain

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Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms

Industrial Applications

By: Lakhmi C. Jain (Editor), N.M. Martin (Editor)

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Hardcover | 17 November 1998 | Edition Number 1

At a Glance

Hardcover
362 Pages

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23.4 x 15.6 x 2.64

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Artificial neural networks can mimic the biological information-processing mechanism in - a very limited sense. Fuzzy logic provides a basis for representing uncertain and imprecise knowledge and forms a basis for human reasoning. Neural networks display genuine promise in solving problems, but a definitive theoretical basis does not yet exist for their design.
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural net, fuzzy system, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another.
This book presents specific projects where fusion techniques have been applied. The chapters start with the design of a new fuzzy-neural controller. Remaining chapters discuss the application of expert systems, neural networks, fuzzy control, and evolutionary computing techniques in modern engineering systems. These specific applications include:

direct frequency converters

electro-hydraulic systems

motor control

toaster control

speech recognition

vehicle routing

fault diagnosis

Asynchronous Transfer Mode (ATM) communications networks

telephones for hard-of-hearing people

control of gas turbine aero-engines

telecommunications systems design
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms covers the spectrum of applications - comprehensively demonstrating the advantages of fusion techniques in industrial applications.

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Introduction to Neural Networks, Fuzzy Systems, Genetic Algorithms, and their Fusion	p. 1
A New Fuzzy-Neural Controller	p. 13
Expert Knowledge-Based Direct Frequency Converter Using Fuzzy Logic Control	p. 31
Design of an Electro-Hydraulic System Using Neuro-Fuzzy Techniques	p. 67
Neural Fuzzy Based Intelligent Systems and Applications	p. 105
Vehicle Routing through Simulation of Natural Processes	p. 141
Fuzzy Logic and Neural Networks in Fault Detection	p. 169
Application of the Neural Network and Fuzzy Logic to the Rotating Machine Diagnosis	p. 211
Fuzzy Expert Systems in ATM Networks	p. 229
Multimedia Telephone for Hearing-Impaired People	p. 255
Multi-Objective Evolutionary Algorithms in Gas Turbine Aero-Engine Control	p. 295
Application of Genetic Algorithms in Telecommunication System Design	p. 321
Index	p. 351
Table of Contents provided by Blackwell. All Rights Reserved.

Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms

Industrial Applications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

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