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Mathematics > Analysis of PDEs

Title: Environmental Averaging

Abstract: Many classical examples of models of self-organized dynamics, including the Cucker-Smale, Motsch-Tadmor, multi-species, and several others, include an alignment force that is based upon density-weighted averaging protocol. Those protocols can be viewed as special cases of `environmental averaging'. In this paper we formalize this concept and introduce a unified framework for systematic analysis of alignment models.
A series of studies are presented including the mean-field limit in deterministic and stochastic settings, hydrodynamic limits in the monokinetic and Maxwellian regimes, hypocoercivity and global relaxation for dissipative kinetic models, several general alignment results based on chain connectivity and spectral gap analysis. These studies cover many of the known results and reveal new ones, which include asymptotic alignment criteria based on connectivity conditions, new estimates on the spectral gap of the alignment force that do not rely on the upper bound of the macroscopic density, uniform gain of positivity for solutions of the Fokker-Planck-Alignment model based on smooth environmental averaging. As a consequence, we establish unconditional relaxation result for global solutions to the Fokker-Planck-Alignment model, which presents a substantial improvement over previously known perturbative results.
Comments: major update, final and accepted version
Subjects: Analysis of PDEs (math.AP)
MSC classes: 35Q84, 35Q35, 92D25, 92D50
Cite as: arXiv:2211.00117 [math.AP]
  (or arXiv:2211.00117v4 [math.AP] for this version)

Submission history

From: Roman Shvydkoy [view email]
[v1] Mon, 31 Oct 2022 19:59:09 GMT (94kb)
[v2] Sat, 1 Apr 2023 23:37:05 GMT (98kb)
[v3] Wed, 2 Aug 2023 22:23:43 GMT (97kb)
[v4] Tue, 12 Mar 2024 18:28:52 GMT (104kb)

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