Regular and Chaotic dynamics in a 2D discontinuous nancial market model with heterogeneous traders

  • Iryna Sushko*
  • , Fabio Tramontana
  • *Autore corrispondente per questo lavoro

Risultato della ricerca: Contributo in rivistaArticolo

Abstract

We develop a financial market model where three types of traders operate simultaneously: fundamentalists and chartists of two types, namely, trend followers and contrarians. The dynamics of this model is described by a two-dimensional discontinuous map defined by two linear functions, where one acts in the partition between two (parallel) discontinuity lines and the other one acts outside this partition. Our analysis shows that despite the linearity of the map components, its dynamics can be quite complex, with various, possibly coexisting attracting cycles and chaotic attractors. As a first step towards the understanding how the overall bifurcation structure observed in the parameter space of the map is organized, we obtain\r\nanalytically the boundaries of periodicity regions related to the simplest attracting period-𝑛 cycles, 𝑛 ≥ 3, with one point in the middle partition and 𝑛 − 1 points outside it. These boundaries can be related to border-collision bifurcations (when a point of the cycle collides with a discontinuity line) as well as to degenerate bifurcations (associated with eigenvalues on the unit circle). We show also some elements of period-adding and period-incrementing\r\nbifurcation structures for which the cycles mentioned above are basic. From an economic point of view, our study confirms that a fairly simple financial market model with heterogeneous agents is able to produce complicated boom-bust dynamics typical of real financial markets.
Lingua originaleInglese
pagine (da-a)386-399
Numero di pagine14
RivistaMathematics and Computers in Simulation
Volume230
Numero di pubblicazioneN/A
DOI
Stato di pubblicazionePubblicato - 2025

All Science Journal Classification (ASJC) codes

  • Informatica Teorica
  • Informatica Generale
  • Analisi Numerica
  • Modellazione e Simulazione
  • Matematica Applicata

Keywords

  • 2D discontinuous maps
  • Bifurcation structure

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