Literature DB >> 22463162

Phase transitions in crowd dynamics of resource allocation.

Asim Ghosh1, Daniele De Martino, Arnab Chatterjee, Matteo Marsili, Bikas K Chakrabarti.   

Abstract

We define and study a class of resource allocation processes where gN agents, by repeatedly visiting N resources, try to converge to an optimal configuration where each resource is occupied by at most one agent. The process exhibits a phase transition, as the density g of agents grows, from an absorbing to an active phase. In the latter, even if the number of resources is in principle enough for all agents (g<1), the system never settles to a frozen configuration. We recast these processes in terms of zero-range interacting particles, studying analytically the mean field dynamics and investigating numerically the phase transition in finite dimensions. We find a good agreement with the critical exponents of the stochastic fixed-energy sandpile. The lack of coordination in the active phase also leads to a nontrivial faster-is-slower effect.
© 2012 American Physical Society

Mesh:

Year:  2012        PMID: 22463162     DOI: 10.1103/PhysRevE.85.021116

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  2 in total

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