Analytical aspects of emergent dynamics in systems of collective behavior

Roman Shvydkoy (University of Illinois, Chicago)

02-Sep-2021, 15:30-16:30 (3 years ago)

Abstract: One of the challenging problems in the field of collective behavior is to understand global emergent phenomena arising from purely local communication between agents. In the context of alignment dynamics examples of such global phenomena include flock formations, reaching consensus of opinions, emergence of leaders, etc. For models based on purely local interactions the assumption of graph-, chain-, or hydrodynamic connectivity of the flock is often necessary, but not always guaranteed, to ensure collective outcome. In this talk we will give an overview of the subject and highlight two new approaches to alignment dynamics in disconnected or weakly connected flocks. One is based on a topological fractional diffusion that resembles the closest neighbor rule originating in various empirical studies, and another based on the use of random fluctuations and the hypocoercivity property for the resulting kinetic Fokker-Planck-Alignment equation.

analysis of PDEs

Audience: researchers in the topic


Seminar In the Analysis and Methods of PDE (SIAM PDE)

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