TY - JOUR
T1 - Social dilemma structure hidden behind traffic flow with route selection
AU - Tanimoto, Jun
AU - Nakamura, Kousuke
N1 - Funding Information:
This study was partially supported by a Grant-in-Aid for Scientific Research by JSPS , awarded to Prof. Tanimoto ( #25560165 ). We would like to express our gratitude to these funding sources.
Publisher Copyright:
© 2016 Elsevier B.V. All rights reserved.
PY - 2016/10/1
Y1 - 2016/10/1
N2 - Several traffic flows contain social dilemma structures. Herein, we explored a route-selection problem using a cellular automaton simulation dovetailed with evolutionary game theory. In our model, two classes of driver-agents coexist: D agents (defective strategy), which refer to traffic information for route selection to move fast, and C agents (cooperative strategy), which are insensitive to information and less inclined to move fast. Although no evidence suggests that the social dilemma structure in low density causes vehicles to move freely and that in high density causes traffic jams, we found a structure that corresponds to an n-person (multiplayer) Chicken (n-Chicken) game if the provided traffic information is inappropriate. If appropriate traffic information is given to the agents, the n-Chicken game can be solved. The information delivered to vehicles is crucial for easing the social dilemma due to urban traffic congestion when developing technologies to support the intelligent transportation system (ITS).
AB - Several traffic flows contain social dilemma structures. Herein, we explored a route-selection problem using a cellular automaton simulation dovetailed with evolutionary game theory. In our model, two classes of driver-agents coexist: D agents (defective strategy), which refer to traffic information for route selection to move fast, and C agents (cooperative strategy), which are insensitive to information and less inclined to move fast. Although no evidence suggests that the social dilemma structure in low density causes vehicles to move freely and that in high density causes traffic jams, we found a structure that corresponds to an n-person (multiplayer) Chicken (n-Chicken) game if the provided traffic information is inappropriate. If appropriate traffic information is given to the agents, the n-Chicken game can be solved. The information delivered to vehicles is crucial for easing the social dilemma due to urban traffic congestion when developing technologies to support the intelligent transportation system (ITS).
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U2 - 10.1016/j.physa.2016.04.023
DO - 10.1016/j.physa.2016.04.023
M3 - Article
AN - SCOPUS:84966269455
SN - 0378-4371
VL - 459
SP - 92
EP - 99
JO - Physica A: Statistical Mechanics and its Applications
JF - Physica A: Statistical Mechanics and its Applications
ER -