An agent-based system for simulating dynamic choice-sets

Q. Han; T.A. Arentze; H.J.P. Timmermans; D. Janssens; G. Wets

An agent-based system for simulating dynamic choice-sets

Q. Han, T.A. Arentze, H.J.P. Timmermans, D. Janssens, G. Wets

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Abstract

Contributing to the recent interest in the dynamics of activity-travel patterns, this paper discusses a framework for the dynamic formation of location choice-sets. It is based on the concepts of aspiration, activation and expected utility. Based on principles of Bayesian learning, reinforcement learning and social comparison theories, the framework specifies functions for experience-based learning, extended and integrated with social learning.

Original language	English
Title of host publication	Agent-Directed Simulation Symposium, part of the 2008 Spring Simulation Multiconference, Ottawa, Canada, April 2008
Editors	Hassan Rajaei, Gabriel Andres Wainer
Pages	26-33
Publication status	Published - 2008
Event	conference; SpringSim 2008; 2008-04-14; 2008-04-17 - Duration: 14 Apr 2008 → 17 Apr 2008

Conference

Conference	conference; SpringSim 2008; 2008-04-14; 2008-04-17
Period	14/04/08 → 17/04/08
Other	SpringSim 2008

Cite this

@inproceedings{a6bb2ca151ff41769ab101ee2ac29e53,

title = "An agent-based system for simulating dynamic choice-sets",

abstract = "Contributing to the recent interest in the dynamics of activity-travel patterns, this paper discusses a framework for the dynamic formation of location choice-sets. It is based on the concepts of aspiration, activation and expected utility. Based on principles of Bayesian learning, reinforcement learning and social comparison theories, the framework specifies functions for experience-based learning, extended and integrated with social learning.",

author = "Q. Han and T.A. Arentze and H.J.P. Timmermans and D. Janssens and G. Wets",

year = "2008",

language = "English",

pages = "26--33",

editor = "Hassan Rajaei and Wainer, {Gabriel Andres}",

booktitle = "Agent-Directed Simulation Symposium, part of the 2008 Spring Simulation Multiconference, Ottawa, Canada, April 2008",

note = "conference; SpringSim 2008; 2008-04-14; 2008-04-17 ; Conference date: 14-04-2008 Through 17-04-2008",

}

An agent-based system for simulating dynamic choice-sets. / Han, Q.; Arentze, T.A.; Timmermans, H.J.P.; Janssens, D.; Wets, G.

Agent-Directed Simulation Symposium, part of the 2008 Spring Simulation Multiconference, Ottawa, Canada, April 2008. ed. / Hassan Rajaei; Gabriel Andres Wainer. 2008. p. 26-33.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - An agent-based system for simulating dynamic choice-sets

AU - Han, Q.

AU - Arentze, T.A.

AU - Timmermans, H.J.P.

AU - Janssens, D.

AU - Wets, G.

PY - 2008

Y1 - 2008

N2 - Contributing to the recent interest in the dynamics of activity-travel patterns, this paper discusses a framework for the dynamic formation of location choice-sets. It is based on the concepts of aspiration, activation and expected utility. Based on principles of Bayesian learning, reinforcement learning and social comparison theories, the framework specifies functions for experience-based learning, extended and integrated with social learning.

AB - Contributing to the recent interest in the dynamics of activity-travel patterns, this paper discusses a framework for the dynamic formation of location choice-sets. It is based on the concepts of aspiration, activation and expected utility. Based on principles of Bayesian learning, reinforcement learning and social comparison theories, the framework specifies functions for experience-based learning, extended and integrated with social learning.

M3 - Conference contribution

SP - 26

EP - 33

BT - Agent-Directed Simulation Symposium, part of the 2008 Spring Simulation Multiconference, Ottawa, Canada, April 2008

A2 - Rajaei, Hassan

A2 - Wainer, Gabriel Andres

T2 - conference; SpringSim 2008; 2008-04-14; 2008-04-17

Y2 - 14 April 2008 through 17 April 2008

ER -

An agent-based system for simulating dynamic choice-sets

Abstract

Conference

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