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Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models

KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models. In: Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops. Madeira Island: IEEE Intelligent Transportation Systems Society, 2010, pp. 27-35. ISBN 978-972-8822-20-0.
Czech title
Škálovatelný a vysoce přesný mikrosimulačný model založen na pokročilých celulárních automatech
Type
conference paper
Language
english
Authors
Keywords
Traffic, microsimulation, validation, fundamental diagram, acceleration, multicore.
Abstract
This paper presents a new model for simulations of
very large scale traffic networks. The proposed model is based
on microscopic cellular automata (CA) extended to eliminate
unwanted properties of ordinary CA based models, such as
stopping from maximum speed to zero in one time step. The
accuracy of the model has been validated by comparisons with
various fundamental diagrams. A parallel implementation
developed using the proposed model allows for almost linear
speedup on various multi-core computing platforms.
Published
2010
Pages
27-35
Proceedings
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops
Conference
13th International IEEE Conference on Intelligent Transportation Systems, Madeira Island, PT
ISBN
978-972-8822-20-0
Publisher
IEEE Intelligent Transportation Systems Society
Place
Madeira Island, PT
BibTeX
@INPROCEEDINGS{FITPUB9334,
   author = "Pavol Kor\v{c}ek and Luk\'{a}\v{s} Sekanina and Otto Fu\v{c}\'{i}k",
   title = "Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models",
   pages = "27--35",
   booktitle = "Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops",
   year = 2010,
   location = "Madeira Island, PT",
   publisher = "IEEE Intelligent Transportation Systems Society",
   ISBN = "978-972-8822-20-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9334"
}
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