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Development of kinks in car-following models
1Department of Physics, Saint Joseph's University, 5600 City Avenue, Philadelphia, Pennsylvania 19131, USA.
Physical Review. E
|April 19, 2017
Summary
Traffic flow models near absolute stability can be described by modified Korteweg-deVries (mKdV) equations. This study revises the analysis of mKdV kink solutions, revealing a broader family of solutions and conditions for their evolution.
Area of Science:
- Physics
- Applied Mathematics
- Traffic Engineering
Background:
- Car-following models in traffic flow theory often exhibit absolute stability.
- Near absolute stability, these models simplify to a modified Korteweg-deVries (mKdV) equation with minor corrections.
- Hyperbolic-tangent kink solutions of the mKdV equation represent transitions between different traffic spacings.
Purpose of the Study:
- To re-evaluate the selection mechanism of kink solutions in traffic flow models.
- To investigate the validity of assumptions in standard solvability analysis.
- To explore the full family of traveling wave solutions and their stability.
Main Methods:
- Analysis of modified Korteweg-deVries (mKdV) equation.
- Solvability analysis with critical examination of assumptions.
- Multiple-time-scales perturbation calculation.
- Identification and characterization of traveling wave solutions.
Main Results:
- The standard solvability analysis for mKdV kink solutions relies on an unjustified assumption.
- Without this assumption, the analysis yields a first-order correction to traffic spacing, not a selection criterion.
- A two-parameter family of traveling wave solutions, including kinks, was identified.
- Conditions were found for the decay, selection, or evolution of embedded traffic regions into kink pairs.
Conclusions:
- The presumed selection of a single kink solution in traffic flow models is an artifact of an unstated assumption.
- A richer set of traveling wave solutions exists for these traffic models.
- The dynamics of embedded traffic regions depend on specific conditions, leading to decay or transformation into kink pairs.