One-parametric bifurcation analysis of data-driven car-following models

DOI10.1016/J.PHYSD.2021.133016OpenAlexW3196386766MaRDI QIDQ2077616

Henk A. Dijkstra, Paul Petersik, Debabrata Panja

Publication date: 21 February 2022

Published in: Physica D (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physd.2021.133016

zbMATH Keywords

bifurcation analysismachine learningtraffic modelling

Mathematics Subject Classification ID

Computer science (68-XX) Information and communication theory, circuits (94-XX)

Uses Software

• Adam

Cites Work

• Unnamed Item
• The numerical solution of variational problems
• Bifurcation analysis of a class of `car following' traffic models
• Optimal velocity difference model for a car-following theory
• A dynamical model of car-following with the consideration of the multiple information of preceding cars
• Bifurcations and multiple traffic jams in a car-following model with reaction-time delay
• Implicit Methods for Equation-Free Analysis: Convergence Results and Analysis of Emergent Waves in Microscopic Traffic Models
• Traffic jams: dynamics and control
• On kinematic waves I. Flood movement in long rivers
• Elements of applied bifurcation theory

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