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arXiv · 2009.04036

Grassmannian reduction of Cucker-Smale systems and dynamical opinion games

Daniel Lear·David N. Reynolds·Roman Shvydkoy
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Abstract

In this note we study a new class of alignment models with self-propulsion and Rayleigh-type friction forces, which describes the collective behavior of agents with individual characteristic parameters. We describe the long time dynamics via a new method which allows to reduce analysis from the multidimensional system to a simpler family of two-dimensional systems parametrized by a proper Grassmannian. With this method we demonstrate exponential alignment for a large (and sharp) class of initial velocity configurations confined to a sector of opening less than $\pi$. In the case when characteristic parameters remain frozen, the system governs dynamics of opinions for a set of players with constant convictions. Viewed as a dynamical non-cooperative game, the system is shown to possess a unique stable Nash equilibrium, which represents a settlement of opinions most agreeable to all agents. Such an agreement is furthermore shown to be a global attractor for any set of initial opinions.

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Daniel Lear, David N. Reynolds, Roman Shvydkoy. 2020-09-08. Grassmannian reduction of Cucker-Smale systems and dynamical opinion games. https://arxiv.org/abs/2009.04036

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