Nonlocal approaches for multilane traffic models
Jan Friedrich, Simone G\"ottlich, Elena Rossi

TL;DR
This paper introduces a multilane traffic model using nonlocal source terms to better capture lane-changing behavior, supported by rigorous mathematical analysis and numerical simulations.
Contribution
It develops a novel multilane traffic model incorporating nonlocal effects and provides mathematical proofs of existence and uniqueness of solutions.
Findings
Nonlocal flux functions significantly affect traffic flow dynamics.
The model demonstrates improved realism over local flux models.
Numerical results highlight the impact of nonlocal interactions.
Abstract
We present a multilane traffic model based on balance laws, where the nonlocal source term is used to describe the lane changing rate. The modelling framework includes the consideration of local and nonlocal flux functions. Based on a Godunov type numerical scheme, we provide BV estimates and a discrete entropy inequality. Together with the -contractivity property, we prove existence and uniqueness of weak solutions. Numerical examples show the nonlocal impact compared to local flux functions and local sources.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
