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Intelligent Urban Traffic Modeling Using Neuro-Fuzzy Petrinets - Couverture souple

Darbari, Manuj; Asthana, Rishi

 
9783639700459: Intelligent Urban Traffic Modeling Using Neuro-Fuzzy Petrinets
Couverture souple
ISBN 10 : 3639700457 ISBN 13 : 9783639700459
Editeur : Scholars' Press, 2013

Synopsis

This book focuses on Intelligent Traffic Modeling using the concept of Neuro Petrinets and Fuzzy Systems. It gives an overview of the current Traffic Problems and later on highlights the solution using various Intelligent Modeling Techniques.A framework for modeling the urban traffic control system has been developed using model driven engineering and activity theory. Activity theory is utilized to model the conceptual, behavioral and philosophical aspects of the system. The concept of abstract platform provides effective methods of exchange of signals between various traffic agents. Humans are capable to use linguistic information precisely in their decision making. Due to imprecise and uncertain nature of the linguistic information, machines are not capable to use them in decision making processes using traditional methods. To make the machines intelligent and to deal with uncertainties, like humans in this regard, Fuzzy Techniques are used. Various extensions of the Petri net approaches are introduced, like Colored Time Petri Net (CTPN), Variable Speed Petri Net (VSPN) and Timed Control Petri Net (TCPN).

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

Présentation de l'éditeur

This book focuses on Intelligent Traffic Modeling using the concept of Neuro Petrinets and Fuzzy Systems. It gives an overview of the current Traffic Problems and later on highlights the solution using various Intelligent Modeling Techniques.A framework for modeling the urban traffic control system has been developed using model driven engineering and activity theory. Activity theory is utilized to model the conceptual, behavioral and philosophical aspects of the system. The concept of abstract platform provides effective methods of exchange of signals between various traffic agents. Humans are capable to use linguistic information precisely in their decision making. Due to imprecise and uncertain nature of the linguistic information, machines are not capable to use them in decision making processes using traditional methods. To make the machines intelligent and to deal with uncertainties, like humans in this regard, Fuzzy Techniques are used. Various extensions of the Petri net approaches are introduced, like Colored Time Petri Net (CTPN), Variable Speed Petri Net (VSPN) and Timed Control Petri Net (TCPN).

Biographie de l'auteur

Dr. Manuj Darbari is working as Associate Professor in Department of Computer Science and Engineering, BBD University Lucknow. He holds a PhD in Information Science and is also registered for DSc in Computer Science. He has more than 50 papers to his credit in reputed International Journals and Conferences. He is a Member of IEEE and ACM.

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

Éditeur
Scholars' Press
Date d'édition
2013
Langue
anglais
ISBN 10 
3639700457
ISBN 13 
9783639700459
Reliure
Broché
Nombre de pages
152
Coordonnées du fabricant
non disponible
Personne responsable
non disponible