Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms

Industrial Applications

AvLakhmi C. Jain,N.M. Martin

Inbunden, Engelska, 1998

Del i serien International Series on Computational Intelligence

2 386 kr

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Beskrivning

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

Produktinformation

Utgivningsdatum:1998-11-17
Mått:156 x 234 x undefined mm
Vikt:662 g
Format:Inbunden
Språk:Engelska
Serie:International Series on Computational Intelligence
Antal sidor:362
Förlag:Taylor & Francis Inc
ISBN:9780849398049

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Programvaruutveckling inom Data och IT

Mer om författaren

Jain, Lakhmi C.; Martin, N.M.

Innehållsförteckning

PrefaceIntroduction to Knowledge-Based Engineering, N.M. Martin and L.C. Jain, AustraliaA New Fuzzy-Neural Controller, K. Shimojima and T. Fukuda, JapanExpert Knowledge-Based Direct Frequency Converter Using Fuzzy Logic Control, E. Wiechmann and R Burgos, ChileDesign of an Electro-Hydraulic System Using Neuro-Fuzzy Techniques, P.J. Costa Branco and J.A Dente, PortugalNeural Fuzzy Based Intelligent Systems and Applications, E. Khan, United StatesVehicle Routing through Simulation of Natural Processes, J.-Y. Potvin, Canada and S.R. Thangiah, United StatesFuzzy Logic and Neural Networks in Fault Detection, B. Koppen-Seliger and P.M. Frank, GermanyApplication of the Neural Network and Fuzzy Logic to the Rotating Machine Diagnosis, M. Tanaka, JapanFuzzy Expert Systems in ATM Networks, C. Douligeris and S. Palazzo, ItalyMultimedia Telephone for Hard Hearing People, F. Lavagetto, ItalyMultiobjective Evolutionary Algorithms in Gas Turbine Aero-Engine Control, A. Chipperfield, P. Fleming, and H. Betteridge, United KingdomApplication of Genetic Algorithms in Telecommunication System Design, V. Sinkovic, I. Lovrek, and B. Mikac, Croatia

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