Introduction to Intelligent Systems in Traffic and Transportation

Häftad, Engelska, 2013

Del i serien Synthesis Lectures on Artificial Intelligence and Machine Learning

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Beskrivning

Indeed, a search in the technical literature (using the keyword ``urban traffic" to filter out articles on data network traffic) retrieved the following number of articles (as of December 3, 2013): 9,443 (ACM Digital Library), 26,054 (Scopus), and 1,730,000 (Google Scholar).

Produktinformation

Utgivningsdatum:2013-12-20
Mått:191 x 235 x 11 mm
Vikt:270 g
Format:Häftad
Språk:Engelska
Serie:Synthesis Lectures on Artificial Intelligence and Machine Learning
Antal sidor:119
Förlag:Springer International Publishing AG
ISBN:9783031004377
Originaltitel:Introduction to Intelligent Systems in Traffic and Transportation

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Tillämpad matematik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT

Mer om författaren

Ana Bazzan received her Ph.D. in 1997 from the University of Karlsruhe, Germany. Currently, she is an associate professor at UFRGS (Computer Science Department) in Porto Alegre, Brazil. She is Associate Editor of the journals Autonomous Agents and Multiagent Systems, Advances in Complex Systems, and Journal of Multiagent and Grid Systems, and co-general chair of the AAMAS 2014 conference. Her research interests include: multiagent systems, multiagent learning, complex systems, agent-based simulation, and applications of AI and multiagent techniques in traffic simulation and control.Franziska Klugl has been a full professor in Information Technology at Orebro University, Sweden since 2011. Before that she was senior lecturer at Orebro University and assistant professor at the University of Wurzburg, Germany. She holds a Ph.D. (2000) and the Venia Legendi (2009) in Computer Science from the University of Wurzburg. Her main areas of interests are methodologies, tools, and applications ofmulti-agent systems, mainly in simulation. Her main application area is agent-based traffic simulation.

Innehållsförteckning

Preface.- Acknowledgments.- List of Symbols.- Introduction.- Elements of Supply.- Elements of Demand.- Traffic Assignment: Connecting Supply and Demand.- Getting Data for Demand Estimation and Traffic Flow Modeling.- Modeling and Simulation of Advanced Decision Making.- Intelligent Measures in Control and Management.- Driver Support and Guidance.- Trends and New Technologies.- Bibliography.- Authors' Biographies.