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Numerical analysis of a time discretized method for nonlinear filtering problem with diffusive and point process observations
报告人:邹永魁教授,吉林大学 时间:2022年9月21日14:00 字号:

腾讯会议:839324925

邀请人:王雨顺教授


Abstract: In this paper we consider a nonlinear filter model with observations driven by correlated diffusive processes and point process. We first derive a Zakai equation whose solution is an unnormalized probability density function of the filter solution. Then we apply a splitting-up technique to decompose the Zakai equation into three regular easily solvable stochastic differential equations, based on which we construct a splitting-up approximate solution and derive its convergence of first order. Furthermore, we use difference method to construct a semi-discretized approximate solution of Zakai equation and prove the convergence is of half order.  Finally we present some numerical experiments to demonstrate the theoretical analysis.


报告人简介:邹永魁,吉林大学数学学院教授,博士生导师,主要研究方向为偏微分方程和随机微分方程数值方法的研究。


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