Limit Theory for Random Sequential Packing and Deposition

Citation
D. Penrose, Mathew et Yukich, J.e, Limit Theory for Random Sequential Packing and Deposition, Annals of applied probability , 12(1), 2002, pp. 272-301
ISSN journal
10505164
Volume
12
Issue
1
Year of publication
2002
Pages
272 - 301
Database
ACNP
SICI code
Abstract
Consider sequential packing of unit balls in a large cube, as in the Rényi car-parking model, but in any dimension and with finite input. We prove a law of large numbers and central limit theorem for the number of packed balls in the thermodynamic limit. We prove analogous results for numerous related applied models, including cooperative sequential adsorption, ballistic deposition, and spatial birth-growth models. The proofs are based on a general law of large numbers and central limit theorem for .stabilizing. functionals of marked point processes of independent uniform points in a large cube, which are of independent interest. .Stabilization. means, loosely, that local modifications have only local effects.