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Small noise asymptotics for invariant densities for a class of diffusions: A control theoretic view
Authors:Anup Biswas  Vivek S. Borkar  
Affiliation:aCentre for Applicable Mathematics, Tata Institute of Fundamental Research, Post Bag No. 03, Sharadanagar, Chikkabommasandra, Bangalore 560065, India;bSchool of Technology and Computer Science, Tata Institute of Fundamental Research, Homi Bhabha Rd., Mumbai 400005, India
Abstract:We consider multi-dimensional nondegenerate diffusions with invariant densities, with the diffusion matrix scaled by a small epsilon (Porson)>0. The o.d.e. limit corresponding to epsilon (Porson)=0 is assumed to have the origin as its unique globally asymptotically stable equilibrium. Using control theoretic methods, we show that in the epsilon (Porson)↓0 limit, the invariant density has the form ≈exp(−W(x)/epsilon (Porson)2), where the W is characterized as the optimal cost of a deterministic control problem. This generalizes an earlier work of Sheu. Extension to multiple equilibria is also given.
Keywords:Diffusions   Invariant density   Small noise limit   Hamilton–  Jacobi equation   Viscosity solution
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