TY - JOUR
T1 - Hydrodynamic Models of Preference Formation in Multi-agent Societies
AU - Pareschi, Lorenzo
AU - Toscani, Giuseppe
AU - Tosin, Andrea
AU - Zanella, Mattia
PY - 2019/12
Y1 - 2019/12
N2 - In this paper, we discuss the passage to hydrodynamic equations for kinetic models of opinion formation. The considered kinetic models feature an opinion density depending on an additional microscopic variable, identified with the personal preference. This variable describes an opinion-driven polarisation process, leading finally to a choice among some possible options, as it happens, e.g. in referendums or elections. Like in the kinetic theory of rarefied gases, the derivation of hydrodynamic equations is based on the computation of the local equilibrium distribution of the opinions from the underlying kinetic model. Several numerical examples validate the resulting model, shedding light on the crucial role played by the distinction between opinion and preference formation on the choice processes in multi-agent societies.
AB - In this paper, we discuss the passage to hydrodynamic equations for kinetic models of opinion formation. The considered kinetic models feature an opinion density depending on an additional microscopic variable, identified with the personal preference. This variable describes an opinion-driven polarisation process, leading finally to a choice among some possible options, as it happens, e.g. in referendums or elections. Like in the kinetic theory of rarefied gases, the derivation of hydrodynamic equations is based on the computation of the local equilibrium distribution of the opinions from the underlying kinetic model. Several numerical examples validate the resulting model, shedding light on the crucial role played by the distinction between opinion and preference formation on the choice processes in multi-agent societies.
KW - opinion and preference formation
KW - choice processes
KW - kinetic modelling
KW - hydrodynamic equations
UR - http://www.scopus.com/inward/record.url?eid=2-s2.0-85068203374&partnerID=MN8TOARS
U2 - 10.1007/s00332-019-09558-z
DO - 10.1007/s00332-019-09558-z
M3 - Article
SN - 0938-8974
VL - 29
SP - 2761
EP - 2796
JO - Journal of Nonlinear Science
JF - Journal of Nonlinear Science
ER -