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Limit Theorems for Random Point Measures Generated by Cooperative Sequential Adsorption
Authors:Vadim Shcherbakov
Affiliation:(1) Laboratory of Large Random Systems, Faculty of Mechanics and Mathematics, Moscow State University, 119992 Moscow, Russia
Abstract:
We consider a finite sequence of random points in a finite domain of finite-dimensional Euclidean space. The points are sequentially allocated in the domain according to the model of cooperative sequential adsorption. The main peculiarity of the model is that the probability distribution of any point depends on previously allocated points. We assume that the dependence vanishes as the concentration of points tends to infinity. Under this assumption the law of large numbers, Poisson approximation and the central limit theorem are proved for the generated sequence of random point measures.
Keywords:cooperative sequential adsorption with infinite range cooperative effects  the law of large numbers  Poisson approximation  the central limit theorem  Gaussian random field
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