期刊
PROCEEDINGS OF EWGT 2012 - 15TH MEETING OF THE EURO WORKING GROUP ON TRANSPORTATION
卷 54, 期 -, 页码 1350-1359出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.sbspro.2012.09.849
关键词
Cellular automata; traffic flow modelling; fundamental diagram of flow; traffic simulation
资金
- EU Reg. Development Fund through the programme COMPETE
- Portuguese Government through the FCT [Pest-C/MAT/UI0144/2011, SFRH/BPD/65428/2009]
We propose a new stochastic traffic flow model for highways (freeways), which is a hybrid between the classical cellular automata and the other microscopic traffic models, using continuous cellular automata. Therefore, we combine the computational efficiency of cellular automata models with the accuracy of the other microscopic models by introducing continuity in space. This continuity allows us to embed a multi-agent system based on fuzzy reasoning to simulate different driver-vehicle behaviours. The experimental results show that our model is able to reproduce the typical traffic flow phenomena with a variety of effects due to the heterogeneity within traffic stream. (C) 2012 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of the Program Committee
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