Social climbing and Amoroso distribution

Author:

Dimarco Giacomo1,Toscani Giuseppe2

Affiliation:

1. Department of Mathematics and Computer Science and Informatics of the University of Ferrara, via Machiavelli, 30 - 44121 Ferrara, Italy

2. Department of Mathematics of the University of Pavia, The Institute for Applied Mathematics and Information Technologies, “Enrico Magenes” of CNR, via Ferrata 1, Pavia, 27100 Italy

Abstract

We introduce a class of one-dimensional linear kinetic equations of Boltzmann and Fokker–Planck type, describing the dynamics of individuals of a multi-agent society questing for high status in the social hierarchy. At the Boltzmann level, the microscopic variation of the status of agents around a universal desired target, is built up introducing as main criterion for the change of status a suitable value function in the spirit of the prospect theory of Kahneman and Twersky. In the asymptotics of grazing interactions, the solution density of the Boltzmann-type kinetic equation is shown to converge towards the solution of a Fokker–Planck type equation with variable coefficients of diffusion and drift, characterized by the mathematical properties of the value function. The steady states of the statistical distribution of the social status predicted by the Fokker–Planck equations belong to the class of Amoroso distributions with Pareto tails, which correspond to the emergence of a social elite. The details of the microscopic kinetic interaction allow to clarify the meaning of the various parameters characterizing the resulting equilibrium. Numerical results then show that the steady state of the underlying kinetic equation is close to Amoroso distribution even in an intermediate regime in which interactions are not grazing.

Funder

University of Pavia and through the MIUR Project

Publisher

World Scientific Pub Co Pte Lt

Subject

Applied Mathematics,Modelling and Simulation

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