THE APPLICATION OF REAL NUMBERS CODE FOR GENETIC ALGORITHMS: Applied Into Design Membership Function in Fuzzy Logic Control System for Plastic Extruder - Couverture souple

Yusuf, Ismail; SPd, Yusram.; Iksan. ST, Nur

 
9783838398495: THE APPLICATION OF REAL NUMBERS CODE FOR GENETIC ALGORITHMS: Applied Into Design Membership Function in Fuzzy Logic Control System for Plastic Extruder
Couverture souple
ISBN 10 : 3838398491 ISBN 13 : 9783838398495
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

This book investigates the use of Genetic Algorithms (GA) to design and implement of Fuzzy Logic Controllers (FLC). A fuzzy logic is fully defined by its membership function. What is the best to determine the membership function is the first question that has be tackled. Thus it is important to select the accurate membership functions but these methods possess one common weakness where conventional FLC use membership function generated by human operator, the membership function selection process is done with trial and error and it runs step by step which is too long in solving the underlined the problem. This book proposes a method that may help users to determine the membership function of FLC using the technique of GA optimization for the fastest processing in solving the problems. This book discusses several matters which become important factors that influence performance of GA, and also discusses concepts of plastic extruder, closed loop control system, fuzzy logic control, genetic algorithms and MATLAB. You may discuss about this book at: http://ai-softcomp.blogspot.com/

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This book investigates the use of Genetic Algorithms (GA) to design and implement of Fuzzy Logic Controllers (FLC). A fuzzy logic is fully defined by its membership function. What is the best to determine the membership function is the first question that has be tackled. Thus it is important to select the accurate membership functions but these methods possess one common weakness where conventional FLC use membership function generated by human operator, the membership function selection process is done with trial and error and it runs step by step which is too long in solving the underlined the problem. This book proposes a method that may help users to determine the membership function of FLC using the technique of GA optimization for the fastest processing in solving the problems. This book discusses several matters which become important factors that influence performance of GA, and also discusses concepts of plastic extruder, closed loop control system, fuzzy logic control, genetic algorithms and MATLAB. You may discuss about this book at: http://ai-softcomp.blogspot.com/

Biographie de l'auteur

Ismail Yusuf received diploma from the polytechnic (telecommunication), bachelor in manufacturing (robotic and automation), master science in AI (IT) and currently as PhD candidate (2010). His main research interests include the application of AI in the domains of fuzzy control, telecommunications, multiobjective and global optimization.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3838398491
ISBN 13 
9783838398495
Reliure
Broché
Nombre de pages
148
Coordonnées du fabricant
non disponible
Personne responsable
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