A bifurcation theory for a class of discrete time Markovian stochastic systems
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| Publication date | 2008 |
| Journal | Physica D |
| Volume | Issue number | 237 | 24 |
| Pages (from-to) | 3297-3306 |
| Number of pages | 10 |
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| 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.
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| Document type | Article |
| Published at | https://doi.org/10.1016/j.physd.2008.07.021 |
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