Stochastic stability of dynamic user equilibrium in unidirectional networks: Weakly acyclic game approach

•Stability of dynamic user equilibrium in unidirectional networks is analyzed.•An approach combining concepts in traffic assignment and game theory is presented.•A relation between the dynamic user equilibrium and the weakly acyclic game is established.•Rigorous results on the convergence and the st...

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Veröffentlicht in:Transportation research. Part B: methodological 2019-07, Vol.125, p.229-247
Hauptverfasser: Satsukawa, Koki, Wada, Kentaro, Iryo, Takamasa
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container_title Transportation research. Part B: methodological
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creator Satsukawa, Koki
Wada, Kentaro
Iryo, Takamasa
description •Stability of dynamic user equilibrium in unidirectional networks is analyzed.•An approach combining concepts in traffic assignment and game theory is presented.•A relation between the dynamic user equilibrium and the weakly acyclic game is established.•Rigorous results on the convergence and the stochastic stability of equilibrium are obtained.•Strict improvement of utility of better response dynamics is important for ensuring these results. The aim of this study is to analyze the stability of dynamic user equilibrium (DUE) with fixed departure times in unidirectional networks. Specifically, stochastic stability, which is the concept of stability in evolutionary dynamics subjected to stochastic effects, is herein considered. To achieve this, a new approach is developed by synthesizing the three concepts: the decomposition technique of DUE assignments, the weakly acyclic game, and the asymptotic analysis of the stationary distribution of perturbed dynamics. Specifically, we first formulate a DUE assignment as a strategic game (DUE game) that deals with atomic users. We then prove that there exists an appropriate order of assigning users for ensuring equilibrium in a unidirectional network. With this property, we establish the relationship between DUE games in unidirectional networks and weakly acyclic games. The convergence and stochastic stability of better response dynamics in the DUE games are then proved based on the theory of weakly acyclic games. Finally, we observe the properties of the convergence and stability from numerical experiments. The results show that the strict improvement of users’ travel times by the applied evolutionary dynamics is important for ensuring the existence of a stochastically stable equilibrium in DUE games.
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The aim of this study is to analyze the stability of dynamic user equilibrium (DUE) with fixed departure times in unidirectional networks. Specifically, stochastic stability, which is the concept of stability in evolutionary dynamics subjected to stochastic effects, is herein considered. To achieve this, a new approach is developed by synthesizing the three concepts: the decomposition technique of DUE assignments, the weakly acyclic game, and the asymptotic analysis of the stationary distribution of perturbed dynamics. Specifically, we first formulate a DUE assignment as a strategic game (DUE game) that deals with atomic users. We then prove that there exists an appropriate order of assigning users for ensuring equilibrium in a unidirectional network. With this property, we establish the relationship between DUE games in unidirectional networks and weakly acyclic games. The convergence and stochastic stability of better response dynamics in the DUE games are then proved based on the theory of weakly acyclic games. Finally, we observe the properties of the convergence and stability from numerical experiments. The results show that the strict improvement of users’ travel times by the applied evolutionary dynamics is important for ensuring the existence of a stochastically stable equilibrium in DUE games.</description><identifier>ISSN: 0191-2615</identifier><identifier>EISSN: 1879-2367</identifier><identifier>DOI: 10.1016/j.trb.2019.05.015</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Convergence ; Dynamic stability ; Dynamic user equilibrium ; Dynamics ; Equilibrium ; Game theory ; Games ; Nash equilibrium ; Networks ; Stability analysis ; Stochastic stability ; Travel time ; Unidirectional network ; Weakly acyclic games</subject><ispartof>Transportation research. 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Part B: methodological</title><description>•Stability of dynamic user equilibrium in unidirectional networks is analyzed.•An approach combining concepts in traffic assignment and game theory is presented.•A relation between the dynamic user equilibrium and the weakly acyclic game is established.•Rigorous results on the convergence and the stochastic stability of equilibrium are obtained.•Strict improvement of utility of better response dynamics is important for ensuring these results. The aim of this study is to analyze the stability of dynamic user equilibrium (DUE) with fixed departure times in unidirectional networks. Specifically, stochastic stability, which is the concept of stability in evolutionary dynamics subjected to stochastic effects, is herein considered. 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subjects Convergence
Dynamic stability
Dynamic user equilibrium
Dynamics
Equilibrium
Game theory
Games
Nash equilibrium
Networks
Stability analysis
Stochastic stability
Travel time
Unidirectional network
Weakly acyclic games
title Stochastic stability of dynamic user equilibrium in unidirectional networks: Weakly acyclic game approach
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