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Existence and convergence results for infinite dimensional nonlinear stochastic equations with multiplicative noise

Published 16 Oct 2012 in math.PR, math.AP, and math.FA | (1210.4578v1)

Abstract: The solution $X_n$ to a nonlinear stochastic differential equation of the form $dX_n(t)+A_n(t)X_n(t)\,dt-\tfrac12\sum_{j=1}N(B_jn(t))2X_n(t)\,dt=\sum_{j=1}N B_jn(t)X_n(t)d\beta_jn(t)+f_n(t)\,dt$, $X_n(0)=x$, where $\beta_jn$ is a regular approximation of a Brownian motion $\beta_j$, $B_jn(t)$ is a family of linear continuous operators from $V$ to $H$ strongly convergent to $B_j(t)$, $A_n(t)\to A(t)$, ${A_n(t)}$ is a family of maximal monotone nonlinear operators of subgradient type from $V$ to $V'$, is convergent to the solution to the stochastic differential equation $dX(t)+A(t)X(t)\,dt-\frac12\sum_{j=1}NB_j2(t)X(t)\,dt=\sum_{j=1}NB_j(t)X(t)\,d\beta_j(t)+f(t) \,dt$, $X(0)=x$. Here $V\subset H\cong H'\subset V'$ where $V$ is a reflexive Banach space with dual $V'$ and $H$ is a Hilbert space. These results can be reformulated in terms of Stratonovich stochastic equation $dY(t)+A(t)Y(t)\,dt=\sum_{j=1}NB_j(t)Y(t)\circ d\beta_j(t)+f(t)\,dt$.

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