Supercritical Fokker-Planck equations for consensus dynamics: large-time behaviour and weighted Nash-type inequalities

Abstract We study the main properties of the solution of a Fokker-Planck equation characterized by a variable diffusion coefficient and a polynomial superlinear drift, modeling the formation of consensus in a large interacting system of individuals. The Fokker-Planck equation is derived from the kinetic description of the dynamics of a quantum particle system, and in presence of a high nonlinearity in the drift operator, mimicking the effects of the mass in the alignment forces, allows for steady states similar to a Bose-Einstein condensate. The main feature of this Fokker–Planck equation is the presence of a variable diffusion coefficient, a nonlinear drift and boundaries, which introduce new challenging mathematical problems in the study of its long-time behavior. In particular, propagation of regularity is shown as a consequence of new weighted Nash and Gagliardo–Nirenberg inequalities.

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Publication Details

Journal
Ricerche di Matematica
Published
2025-09-09
DOI
https://doi.org/10.1007/s11587-025-01005-4
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
0.00

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article

Supercritical Fokker-Planck equations for consensus dynamics: large-time behaviour and weighted Nash-type inequalities

Giuseppe Toscani, Mattia Zanella
Ricerche di Matematica
Opinion Dynamics and Social Influence
article

Supercritical Fokker-Planck equations for consensus dynamics: large-time behaviour and weighted Nash-type inequalities

Giuseppe Toscani, Mattia Zanella
article en

Abstract

Abstract We study the main properties of the solution of a Fokker-Planck equation characterized by a variable diffusion coefficient and a polynomial superlinear drift, modeling the formation of consensus in a large interacting system of individuals. The Fokker-Planck equation is derived from the kinetic description of the dynamics of a quantum particle system, and in presence of a high nonlinearity in the drift operator, mimicking the effects of the mass in the alignment forces, allows for steady states similar to a Bose-Einstein condensate. The main feature of this Fokker–Planck equation is the presence of a variable diffusion coefficient, a nonlinear drift and boundaries, which introduce new challenging mathematical problems in the study of its long-time behavior. In particular, propagation of regularity is shown as a consequence of new weighted Nash and Gagliardo–Nirenberg inequalities.

Ricerche di MatematicaVol. 75(1)
University of Pavia (IT), National Research Council (IT)
Istituto Nazionale di Alta Matematica "Francesco Severi", European Commission, Università degli Studi di Pavia, Gruppo Nazionale per la Fisica Matematica
Openalex Percentile: Top 81%
Opinion Dynamics and Social Influence
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