1109.2541 (Asim Ghosh et al.)

Phase transitions in crowd dynamics of resource allocation    [PDF]

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

We define and study a class of resources allocation processes where $gN$ agents, by repeatedly visiting $N$ resources, try to converge to 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 non-trivial faster-is-slower effect.

View original: http://arxiv.org/abs/1109.2541