A bifurcation theory for a class of discrete time Markovian stochastic systems

Authors
Publication date 2008
Journal Physica D
Volume | Issue number 237 | 24
Pages (from-to) 3297-3306
Number of pages 10
Organisations
  • Faculty of Economics and Business (FEB) - Amsterdam School of Economics Research Institute (ASE-RI)
Abstract
We present a bifurcation theory of smooth stochastic dynamical systems that are governed by everywhere positive transition densities. The local dependence structure of the unique strictly stationary evolution of such a system can be expressed by the ratio of joint and marginal probability densities; this ‘dependence ratio’ is a geometric invariant of the system. By introducing an equivalence relation defined on these dependence ratios, we arrive at a bifurcation theory for which in the compact case, the set of stable, i.e. non-bifurcating, systems is open and dense. The theory is illustrated with some simple examples.
Document type Article
Published at https://doi.org/10.1016/j.physd.2008.07.021
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