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Dangerous tangents: an application of $$\Gamma $$ Γ -convergence to the control of dynamical systems

Author

Listed:
  • Rosario Maggistro

    (University of Trieste)

  • Paolo Pellizzari

    (Ca’ Foscari University of Venice)

  • Elena Sartori

    (University of Padova)

  • Marco Tolotti

    (Ca’ Foscari University of Venice)

Abstract

Inspired by the classical riot model proposed by Granovetter in 1978, we consider a parametric stochastic dynamical system that describes the collective behavior of a large population of interacting agents. By controlling a parameter, a policy maker seeks to minimize her own disutility, which in turn depends on the steady state of the system. We show that this economically sensible optimization is ill-posed and illustrate a novel way to tackle this practical and formal issue. Our approach is based on the $$\Gamma $$ Γ -convergence of a sequence of mean-regularized instances of the original problem. The corresponding minimum points converge toward a unique value that intuitively is the solution of the original ill-posed problem. Notably, to the best of our knowledge, this is one of the first applications of $$\Gamma $$ Γ -convergence in economics.

Suggested Citation

  • Rosario Maggistro & Paolo Pellizzari & Elena Sartori & Marco Tolotti, 2022. "Dangerous tangents: an application of $$\Gamma $$ Γ -convergence to the control of dynamical systems," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 45(2), pages 451-480, December.
  • Handle: RePEc:spr:decfin:v:45:y:2022:i:2:d:10.1007_s10203-022-00372-z
    DOI: 10.1007/s10203-022-00372-z
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    References listed on IDEAS

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