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Boltzmann-type control of opinion consensus through leaders

  • G. Albi
  • , L. Pareschi*
  • , Mattia Zanella
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

The study of formations and dynamics of opinions leading to the so-called opinion consensus is one of the most important areas in mathematical modelling of social sciences. Following the Boltzmann-type control approach recently introduced by the first two authors, we consider a group of opinion leaders who modify their strategy accordingly to an objective functional with the aim of achieving opinion consensus. The main feature of the Boltzmann-type control is that, owing to an instantaneous binary control formulation, it permits the minimization of the cost functional to be embedded into the microscopic leaders' interactions of the corresponding Boltzmann equation. The related Fokker - Planck asymptotic limits are also derived, which allow one to give explicit expressions of stationary solutions. The results demonstrate the validity of the Boltzmann-type control approach and the capability of the leaders' control to strategically lead the followers' opinion.

Original languageEnglish
Article number20140138
JournalPhilosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
Volume372
Issue number2028
DOIs
Publication statusPublished - 13 Nov 2014

Keywords

  • Boltzmann equation
  • Collective behaviour
  • Consensus dynamic
  • Multi-agent systems
  • Opinion leader
  • Optimal control

ASJC Scopus subject areas

  • General Mathematics
  • General Engineering
  • General Physics and Astronomy

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