This article analyzes the hydrodynamic (continuous) limits of lattice random walks in one spatial dimension. It is shown that a continuous formulation of the process leads naturally to a hyperbolic transport model, characterized by finite propagation velocity, while the classical parabolic limit corresponds to the Kac limit of the hyperbolic model itself. This apparently elementary problem leads to fundamental issues in the theory of stochastic processes and non-equilibrium phenomena, paving the way to new approaches in the field.

Lattice random walk. An old problem with a future ahead / Giona, Massimiliano. - In: PHYSICA SCRIPTA. - ISSN 0031-8949. - STAMPA. - 93:9(2018). [10.1088/1402-4896/aad016]

Lattice random walk. An old problem with a future ahead

Giona, Massimiliano
2018

Abstract

This article analyzes the hydrodynamic (continuous) limits of lattice random walks in one spatial dimension. It is shown that a continuous formulation of the process leads naturally to a hyperbolic transport model, characterized by finite propagation velocity, while the classical parabolic limit corresponds to the Kac limit of the hyperbolic model itself. This apparently elementary problem leads to fundamental issues in the theory of stochastic processes and non-equilibrium phenomena, paving the way to new approaches in the field.
2018
finite propagation velocity; generalized Poisson-Kac processes; hydrodynamic models; random walk; stochastic processes; atomic and molecular physics, and optics; mathematical physics; condensed matter physics
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Lattice random walk. An old problem with a future ahead / Giona, Massimiliano. - In: PHYSICA SCRIPTA. - ISSN 0031-8949. - STAMPA. - 93:9(2018). [10.1088/1402-4896/aad016]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1146415
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