Bonabeau hierarchy models revisited
Lucas Lacasa and
Bartolo Luque
Physica A: Statistical Mechanics and its Applications, 2006, vol. 366, issue C, 472-484
Abstract:
What basic processes generate hierarchy in a collective? The Bonabeau model provides us a simple mechanism based on randomness which develops self-organization through both winner/looser effects and relaxation process. A phase transition between egalitarian and hierarchic states has been found both analytically and numerically in previous works. In this paper we present a different approach: by means of a discrete scheme we develop a mean field approximation that not only reproduces the phase transition but also allows us to characterize the complexity of hierarchic phase. In the same philosophy, we study a new version of the Bonabeau model, developed by Stauffer et al. Several previous works described numerically the presence of a similar phase transition in this later version. We find surprising results in this model that can be interpreted properly as the non-existence of phase transition in this version of Bonabeau model, but a changing in fixed point structure.
Keywords: Dynamical systems; Hierarchy; Sociophysics (search for similar items in EconPapers)
Date: 2006
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Citations: View citations in EconPapers (1)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:366:y:2006:i:c:p:472-484
DOI: 10.1016/j.physa.2005.10.046
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