Modeling Route Choice Behavior with Stochastic Learning Automata

2001 ◽  
Vol 1752 (1) ◽  
pp. 38-46 ◽  
Author(s):  
Kaan Ozbay ◽  
Aleek Datta ◽  
Pushkin Kachroo
Keyword(s):  
Choice Behavior ◽  
Learning Automata ◽  
Route Choice ◽  
Route Choice Behavior ◽  
Stochastic Learning

Application of Stochastic Learning Automata for Modeling Departure Time and Route Choice Behavior

2002 ◽  
Vol 1807 (1) ◽  
pp. 154-162 ◽  
Author(s):  
Kaan Ozbay ◽  
Aleek Datta ◽  
Pushkin Kachroo
Keyword(s):  
Learning Automata ◽  
Route Choice ◽  
User Equilibrium ◽  
Learning Behavior ◽  
Reinforcement Scheme ◽  
Route Choice Behavior ◽  
Long Run ◽  
Stochastic Learning ◽  
Departure Time ◽  
Departure Time Choice

Stochastic learning automata (SLA) theory is used to model the learning behavior of commuters within the context of the combined departure time route choice (CDTRC) problem. The SLA model uses a reinforcement scheme to model the learning behavior of drivers. A multiaction linear reward-ϵ-penalty reinforcement scheme was introduced to model the learning behavior of travelers based on past departure time choice and route choice. A traffic simulation was developed to test the model. The results of the simulation are intended to show that drivers learn the best CDTRC option, and the network achieves user equilibrium in the long run. Results indicate that the developed SLA model accurately portrays the learning behavior of drivers, while the network satisfies user equilibrium conditions.

AN ANALYSIS OF TRUCKS' ROUTE CHOICE BEHAVIOR CONSIDERING VEHICLE TYPE AND TRIP LENGTH

2018 ◽  
Vol 74 (5) ◽  
pp. I_657-I_666
Author(s):  
Hideki OKA ◽  
Makoto CHIKARAISHI ◽  
Jun TANABE ◽  
Daisuke FUKUDA ◽  
Takashi OGUCHI
Keyword(s):  
Choice Behavior ◽  
Route Choice ◽  
Trip Length ◽  
Vehicle Type ◽  
Route Choice Behavior

scholarly journals Design of an artificial simulator for analyzing route choice behavior in the presence of information system

1995 ◽  
Vol 22 (4-7) ◽  
pp. 119-147 ◽  
Author(s):  
P.D.V.G. Reddy ◽  
H. Yang ◽  
K.M. Vaughn ◽  
M.A. Abdel-Aty ◽  
R. Kitamura ◽  
...  
Keyword(s):  
Information System ◽  
Choice Behavior ◽  
Route Choice ◽  
Route Choice Behavior

scholarly journals Using a Telepresence System to Investigate Route Choice Behavior

2013 ◽  
pp. 139-148
Author(s):  
Tobias Kretz ◽  
Stefan Hengst ◽  
Antonia Pérez Arias ◽  
Simon Friedberger ◽  
Uwe D. Hanebeck
Keyword(s):  
Choice Behavior ◽  
Route Choice ◽  
Route Choice Behavior

Experimental analysis of dynamic route choice behavior

1992 ◽  
Vol 26 (1) ◽  
pp. 17-32 ◽  
Author(s):  
Yasunori Iida ◽  
Takamasa Akiyama ◽  
Takashi Uchida
Keyword(s):  
Experimental Analysis ◽  
Choice Behavior ◽  
Route Choice ◽  
Route Choice Behavior ◽  
Dynamic Route
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