This book offers an in-depth exploration of the theoretical foundations of road traffic management, presents generalities on road traffic theory, reinforcement learning for road traffic control and proposes several cooperative approaches to intelligently optimize traffic light management in a road network and to improve road traffic quality. Drawing on extensive research and literature in the context of adaptive traffic light control, this book begins by elucidating the fundamental theories underlying road traffic management. It examines the state of the art in both intelligent transportation systems and reinforcement learning methods applied to traffic light control. The book's application-oriented approach ensures that readers can translate theory and methodology into tangible improvements within road networks. It presents several approaches to alleviating urban congestion, from solving the problem for an isolated intersection to solving the problem for a network of adjacent intersections.
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Dr. Tarek Amine Haddad, Lecturer at the National School of Renewable Energy, Environment and Sustainable Development. He holds a PhD in computer systems from the Faculty of Mathematics and Computer Science at the University of Batna 2.
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Taschenbuch. Zustand: Neu. Traffic light control for signalized intersections | Approaches and Applications | Tarek Amine Haddad | Taschenbuch | Englisch | 2025 | Our Knowledge Publishing | EAN 9786209069635 | Verantwortliche Person für die EU: SIA OmniScriptum Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 134063728
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