104 research outputs found
From particle to kinetic and hydrodynamic descriptions of flocking
We discuss the Cucker-Smale's (C-S) particle model for flocking, deriving
precise conditions for flocking to occur when pairwise interactions are
sufficiently strong long range. We then derive a Vlasov-type kinetic model for
the C-S particle model and prove it exhibits time-asymptotic flocking behavior
for arbitrary compactly supported initial data. Finally, we introduce a
hydrodynamic description of flocking based on the C-S Vlasov-type kinetic model
and prove flocking behavior \emph{without} closure of higher moments
Local sensitivity analysis for the Cucker-Smale model with random inputs
We present pathwise flocking dynamics and local sensitivity analysis for the
Cucker-Smale(C-S) model with random communications and initial data. For the
deterministic communications, it is well known that the C-S model can model
emergent local and global flocking dynamics depending on initial data and
integrability of communication function. However, the communication mechanism
between agents are not a priori clear and needs to be figured out from observed
phenomena and data. Thus, uncertainty in communication is an intrinsic
component in the flocking modeling of the C-S model. In this paper, we provide
a class of admissible random uncertainties which allows us to perform the local
sensitivity analysis for flocking and establish stability to the random C-S
model with uncertain communication.Comment: 32 page
- …