Agent-based modelling of a social dilemma in mode choice based on travelers' expectations and social learning mechanisms
Agent-based modelling of a social dilemma in mode choice based on travelers' expectations and social learning mechanisms
This study attempts to apply an agent-based approach to = modelling travel behaviour. A social dilemma situation of travel mode choice is modelled and viewed as a complex system by considering psychological and sociological aspects, which are represented by individuals’ expectations and social learning mechanisms. We apply an imitation game in order to evolve the decision making rules of each traveller. The study reveals some informed insights for resolving the social dilemma, such as the conditions that make cooperation as a possible outcome. Some behaviour and policy implications are also discussed in this paper.
Sunitiyoso, Yos
06e82bdb-5728-4abb-b31b-4918c1eff4bd
Matsumoto, Shoji
160f3a4a-c318-45a9-8bf6-de7c4ca53f60
September 2005
Sunitiyoso, Yos
06e82bdb-5728-4abb-b31b-4918c1eff4bd
Matsumoto, Shoji
160f3a4a-c318-45a9-8bf6-de7c4ca53f60
Sunitiyoso, Yos and Matsumoto, Shoji
(2005)
Agent-based modelling of a social dilemma in mode choice based on travelers' expectations and social learning mechanisms.
10th EWGT Meeting Advances in Modelling Optimization & Management of Transportation Processes & Systems and 16th Mini-EURO Conference Artificial Intelligence in Transportation, Poznań, Poland.
12 - 15 Sep 2005.
6 pp
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
This study attempts to apply an agent-based approach to = modelling travel behaviour. A social dilemma situation of travel mode choice is modelled and viewed as a complex system by considering psychological and sociological aspects, which are represented by individuals’ expectations and social learning mechanisms. We apply an imitation game in order to evolve the decision making rules of each traveller. The study reveals some informed insights for resolving the social dilemma, such as the conditions that make cooperation as a possible outcome. Some behaviour and policy implications are also discussed in this paper.
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Published date: September 2005
Venue - Dates:
10th EWGT Meeting Advances in Modelling Optimization & Management of Transportation Processes & Systems and 16th Mini-EURO Conference Artificial Intelligence in Transportation, Poznań, Poland, 2005-09-12 - 2005-09-15
Identifiers
Local EPrints ID: 73943
URI: http://eprints.soton.ac.uk/id/eprint/73943
PURE UUID: 9c220f48-9910-4f0c-b13d-0839766585bb
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Date deposited: 11 Mar 2010
Last modified: 10 Dec 2021 16:51
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Contributors
Author:
Yos Sunitiyoso
Author:
Shoji Matsumoto
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