Discretized Diffusion Processes

Stefano Ciliberti, Guido Caldarelli, Paolo De Los Rios, Luciano Pietronero, and Yi-Cheng Zhang
Phys. Rev. Lett. 85, 4848 – Published 4 December 2000
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Abstract

We study the properties of the “rigid Laplacian” operator; that is we consider solutions of the Laplacian equation in the presence of fixed truncation errors. The dynamics of convergence to the correct analytical solution displays the presence of a metastable set of numerical solutions, whose presence can be related to granularity. We provide some scaling analysis in order to determine the value of the exponents characterizing the process. We believe that this prototype model is also suitable to provide an explanation of the widespread presence of power law in a social and economic system where information and decision diffuse, with errors and delay from agent to agent.

  • Received 31 May 2000

DOI:https://doi.org/10.1103/PhysRevLett.85.4848

©2000 American Physical Society

Authors & Affiliations

Stefano Ciliberti1, Guido Caldarelli1, Paolo De Los Rios2, Luciano Pietronero1, and Yi-Cheng Zhang2

  • 1INFM Sezione di ROMA1 Dipartimento Fisica, Università di Roma “La Sapienza,” Piazzale Aldo Moro 2, 00185 Roma, Italy
  • 2Institut de Physique Théorique, Université de Fribourg, CH-1700, Fribourg, Switzerland

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Issue

Vol. 85, Iss. 23 — 4 December 2000

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