Jan Haskovec (Vienna): From individual to collective behaviour of coupled velocity jump processes
Wednesday, 02.02.2011 16:15 im Raum M4
From individual to collective behaviour of coupled velocity jump processes: A locust example
Abstract: A class of stochastic individual-based models, written in
terms of coupled velocity jump
processes, is presented and analysed. This modelling approach
incorporates recent experimental findings
on behaviour of locusts. It exhibits nontrivial dynamics with a phase
change behaviour and recovers
the observed group directional switching. Estimates of the expected
switching times, in terms of number
of individuals and values of the model coefficients, are obtained using
the corresponding Fokker-Planck
equation. In the limit of large populations, a system of two kinetic
equations with nonlocal and nonlinear
right hand side is derived and analyzed. The existence of its solutions
is proven and the systems long-time
behaviour is investigated. Finally, a first step towards the mean field
limit of topological interactions is
made by studying the effect of shrinking the interaction radius in the
individual-based model when the
number of individuals grows. This is a joint work with Radek Erban (Oxford).
Angelegt am 23.12.2010 von Martin Burger
Geändert am 09.01.2011 von Martin Burger
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