A stochastic approximation scheme and convergence theorem for particle interactions with perfectly reflecting boundary conditions
نویسنده
چکیده
We prove the existence of a solution to an equation governing the number density within a compact domain of a discrete particle system for a prescribed class of particle interactions taking into account the effects of the diffusion and drift of the set of particles. Each particle carries a number of internal coordinates which may evolve continuously in time, determined by what we will refer to as the internal drift , or discretely via the interaction kernels. Perfectly reflecting boundary conditions are imposed on the system and all the processes may be spatially and temporally inhomogeneous. We use a relative compactness argument to construct a sequence of measures that converge weakly to a solution of the governing equation. Since the proof of existence is a constructive one, it provides a stochastic approximation scheme that can be used for the numerical study of molecular dynamics.
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عنوان ژورنال:
- Monte Carlo Meth. and Appl.
دوره 12 شماره
صفحات -
تاریخ انتشار 2006