Probabilistic Representations of Solutions of the Forward Equations |
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Authors: | B Rajeev S Thangavelu |
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Institution: | (1) Statistics and Mathematics Unit, Indian Statistical Institute, Bangalore, 560 059, India;(2) Department of Mathematics, Indian Institute of Science, Bangalore, 560 012, India |
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Abstract: | In this paper we prove a stochastic representation for solutions of the evolution equation
where L
∗ is the formal adjoint of a second order elliptic differential operator L, with smooth coefficients, corresponding to the infinitesimal generator of a finite dimensional diffusion (X
t
). Given ψ
0 = ψ, a distribution with compact support, this representation has the form ψ
t
= E(Y
t
(ψ)) where the process (Y
t
(ψ)) is the solution of a stochastic partial differential equation connected with the stochastic differential equation for (X
t
) via Ito’s formula.
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Keywords: | Stochastic differential equation Stochastic partial differential equation Evolution equation Stochastic flows Ito’ s formula Stochastic representation Adjoints Diffusion processes Second order elliptic partial differential equation Monotonicity inequality |
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