An Interval Type-2 Fuzzy Cellular Automaton Model for Traffic Flow
Jie Dong, Xiaomei Zhang
Available Online May 2014.
- https://doi.org/10.2991/iccia.2012.112How to use a DOI?
- traffic flow, cellular automaton model, interval type-2 fuzzy sets, randomization deceleration probability
- On the basis of Nagel-Schreckenberg model, this paper presents a modified fuzzy cellular automaton model for one-lane highway traffic. An interval type-2 fuzzy logic system is designed to evaluate the randomization parameter of a vehicle based on the spatial headway and speed difference. Some basic qualitative results and the fundamental diagram of our new model are got through computer numerical simulations. The experimental results show that our new model is able to reproduce some of the real macroscopic traffic characteristics such as stop-and-go waves, hysteresis and metastability phenomena.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Jie Dong AU - Xiaomei Zhang PY - 2014/05 DA - 2014/05 TI - An Interval Type-2 Fuzzy Cellular Automaton Model for Traffic Flow BT - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012) PB - Atlantis Press SP - 466 EP - 469 SN - 1951-6851 UR - https://doi.org/10.2991/iccia.2012.112 DO - https://doi.org/10.2991/iccia.2012.112 ID - Dong2014/05 ER -