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NEURAL NETWORKS MODELING AND CONTROL

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9780128170786 ::  NEURAL NETWORKS MODELING AND CONTROL
ISBN:

9780128170786

EditorialELSEVIER SCIENCE PUB.B.U.
Edicion:
Páginas:158
Idioma:INGLES
P.V.P.: 131 € + 4% IVA = 136,24 €
Dto 5% Ahorras 6,81 €
Importe final iva incl. 129,43 €
PLAZO DE ENTREGA 15 DIAS

<P><I>NEURAL NETWORKS MODELLING AND CONTROL: APPLICATIONS FOR UNKNOWN NONLINEAR DELAYED SYSTEMS IN DISCRETE TIME </I>FOCUSES ON MODELING AND CONTROL OF DISCRETE-TIME UNKNOWN NONLINEAR DELAYED SYSTEMS UNDER UNCERTAINTIES BASED ON ARTIFICIAL NEURAL NETWORKS. FIRST, A RECURRENT HIGH ORDER NEURAL NETWORK (RHONN) IS USED TO IDENTIFY DISCRETE-TIME UNKNOWN NONLINEAR DELAYED SYSTEMS UNDER UNCERTAINTIES, THEN A RHONN IS USED TO DESIGN NEURAL OBSERVERS FOR THE SAME CLASS OF SYSTEMS. THEREFORE, BOTH NEURAL MODELS ARE USED TO SYNTHESIZE CONTROLLERS FOR TRAJECTORY TRACKING BASED ON TWO METHODOLOGIES: SLIDING MODE CONTROL AND INVERSE OPTIMAL NEURAL CONTROL.</P> <P>AS WELL AS CONSIDERING THE DIFFERENT NEURAL CONTROL MODELS AND COMPLICATIONS THAT ARE ASSOCIATED WITH THEM, THIS BOOK ALSO ANALYZES POTENTIAL APPLICATIONS, PROTOTYPES AND FUTURE TRENDS.</P> <BR><BR><UL><LI>PROVIDE IN-DEPTH ANALYSIS OF NEURAL CONTROL MODELS AND METHODOLOGIES</LI><LI>PRESENTS A COMPREHENSIVE REVIEW OF COMMON PROBLEMS IN REAL-LIFE NEURAL NETWORK SYSTEMS</LI><LI>INCLUDES AN ANALYSIS OF POTENTIAL APPLICATIONS, PROTOTYPES AND FUTURE TRENDS</LI></UL>

<P>1. INTRODUCTION 2. MATHEMATICAL PRELIMINARIES 3. RECURRENT HIGH ORDER NEURAL NETWORK IDENTIFICATION OF NONLINEAR DISCRETE-TIME UNKNOWN SYSTEM WITH TIME-DELAYS 4. NEURAL IDENTIFIER-CONTROL SCHEME FOR NONLINEAR DISCRETE-TIME UNKNOWN SYSTEM WITH TIME-DELAYS 5. RECURRENT HIGH ORDER NEURAL NETWORK OBSERVER OF NONLINEAR DISCRETE-TIME UNKNOWN SYSTEMS WITH TIME-DELAYS 6. NEURAL OBSERVER-CONTROL SCHEME FOR NONLINEAR DISCRETE-TIME UNKNOWN SYSTEM WITH TIME-DELAYS 7. CONCLUDING REMARKS AND FUTURE TRENDS</P> <P>APPENDIX A. ARTIFICIAL NEURAL NETWORKS B. LINEAR INDUCTION MOTOR PROTOTYPE C. DIFFERENTIAL ROBOT PROTOTYPE</P>

BIOLOGIA CELULAR
INFORMATICA
INGENIERIA / TECNOLOGIA
INGENIERIA BIOMEDICA
NEUROLOGIA
VETERINARIA
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