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Published on: February 1, 2020
Obscuring digital route-choice information prevents delay-induced congestion
Verena Krall1, Max F Burg2, Friedrich Pagenkopf3
1Chair for Network Dynamics, Center for Advancing Electronics Dresden (cfaed), Technical University of Dresden, 01069 Dresden, Germany.
Traffic routing apps can cause congestion due to outdated information. Reducing reliance on recommendations or averaging data can prevent these traffic jams.
Area of Science:
- Traffic dynamics
- Complex systems
- Transportation network analysis
Background:
- Routing applications influence individual mobility choices, but their collective traffic impact is unclear.
- Smart communication technologies offer traffic data, yet delays limit its utility.
- Outdated traffic information from routing apps can affect overall traffic flow.
Purpose of the Study:
- To analyze collective traffic dynamics resulting from route choices based on delayed information.
- To understand how information delays impact traffic stability and congestion.
- To identify strategies for mitigating delay-induced traffic congestion.
Main Methods:
- Development and analysis of a simplified model of collective traffic dynamics.
- Investigation of traffic flow stability and bifurcation points related to information delay.
- Utilizing microscopic, agent-based simulations on a road network.
Main Results:
- Traffic flow remains stable for small information delays.
- Delays beyond a critical point trigger self-organized oscillations and congestion.
- Averaging delayed information or reducing adherence to recommendations can prevent congestion.
Conclusions:
- Non-instantaneous routing information can lead to unintended system-wide traffic dynamics.
- Understanding these mechanisms is crucial for avoiding delay-induced congestion.
- Strategies like data averaging and adaptive adherence can improve traffic flow.
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