1. Abnormal cascading dynamics based on the perspective of road impedance.
- Author
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Wang, Jianwei, Zhao, Naixuan, Xiang, Linghui, and Wang, Chupei
- Subjects
- *
TRAVEL time (Traffic engineering) , *ROADS - Abstract
In real life, we can find that people have some preferences when choosing routes. For example, roads with short travel time and high quality will be favored. Therefore, we introduced the concept of road impedance from the field of transportation to measure the influence of those preferences. Then, we propose a new method to define the amount of load flowing on every edge and construct a new model to simulate the dynamic process of cascading failures caused by load fluctuations after the network is disturbed. By simulating our model in three real traffic networks, we find the following phenomena and rules: First, when the flowing loads in the network have a bias, they will naturally gather on the edges with high attraction. This clustering phenomenon reduces the network robustness. Second, small-world networks are more vulnerable as loads will more easily reach the edges with high attraction. Third, the increase of edge capability decreases the robustness of the network in some cases. Through the study of a small artificial network, we find that the resurrection of edges and the characteristics of those edges are the causes of this paradox. • A cascading failure model based on traffic impedance and BRP model. • Simulation in three traffic networks and gain favorable conclusions. • Small-world networks are more vulnerable when there is a flow preference of loads. • Blindly investing resources to build the network may actually reduce its robustness. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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