Intelligent Urban Traffic Modeling Using Neuro-Fuzzy Petrinets

von Darbari, Manuj
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Darbari, Manuj Intelligent Urban Traffic Modeling Using Neuro-Fuzzy Petrinets
Darbari, Manuj - Intelligent Urban Traffic Modeling Using Neuro-Fuzzy Petrinets

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Beschreibung

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).

Mitwirkende

Autor:
Darbari, Manuj
Asthana, Rishi

Weitere Informationen

Biografie:
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.
Sprache:
Englisch
Seitenanzahl:
152
Medientyp:
Taschenbuch
Verlag:
Scholar's Press

Stammdaten

Produkttyp:
Taschenbuch
Veröffentlichungsdatum:
28. Oktober 2013
Verpackungsabmessungen:
0.22 x 0.15 x 0.009 m; 0.272 kg
GTIN:
09783639700459
DUIN:
TL9B736R537
€ 79,90
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