Presentation 2014-06-19
A Propose of Modified Stochastic Cell Transmission Model for Traffic Simulation in General Road Network
Sho TOKUDA, Ryo KANAMORI, Takayuki ITO,
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Abstract(in English) Predicting traffic conditions, the travel time reliability is important to provide travel information for drivers, a stochastic cell transmission model (SCTM) has been proposed as a model to evaluate the travel time reliability. SCTM can represent an uncertainty of traffic state due to changing of travel demand or supply condition. The SCTM is only applied to simple networks and highways. In this study, we propose a modified stochastic cell transmission model (MSCTM) that apply the SCTM to general road networks. In empirical study, we confirm the reproducibility of the MSCTM in general networks, and the travel time reliability in links.
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Keyword(in English) travel time reliability / stochastic cell transmission model / general road network / route search
Paper # AI2014-9
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Committee AI
Conference Date 2014/6/12(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Propose of Modified Stochastic Cell Transmission Model for Traffic Simulation in General Road Network
Sub Title (in English)
Keyword(1) travel time reliability
Keyword(2) stochastic cell transmission model
Keyword(3) general road network
Keyword(4) route search
1st Author's Name Sho TOKUDA
1st Author's Affiliation Department of Computer Science and Engineering, Nagoya Institute of Technology()
2nd Author's Name Ryo KANAMORI
2nd Author's Affiliation Shikumi College, Nagoya Institute of Technology
3rd Author's Name Takayuki ITO
3rd Author's Affiliation School of Techno-Business Administration, Nagoya Institute of Technology
Date 2014-06-19
Paper # AI2014-9
Volume (vol) vol.114
Number (no) 89
Page pp.pp.-
#Pages 6
Date of Issue