暨南经院统计学 Seminar 第122期: 周晓文 (Concordia University)

发布者:余璐尧发布时间:2023-06-02浏览次数:121

主题Skew Brownian Motion with Two-Valued Drift and its Applications in Optimal Control

主讲人:周晓文 Concordia University

主持人:柳向东 暨南大学

时间202361日(周四)上午1000-1130

地点:暨南大学石牌校区经济学院大楼(中惠楼)102

 

摘要

Motivated by its applications in the optimal dividend problem in actuarial science, we consider a skew Brownian motion with two-valued drift as the unique solution to stochastic differential equation.

Driven by Brownian motion  and symmetric local time process  at level  with drift coefficients and  and skewness . Such a process can be identified as a toy model for spatial regime switching.

In this talk we first apply the Ito-Tanaka-Meyer formula together with a martingale approach to find Laplace transforms of exit times for the skew Brownian motion.

We further consider an optimal control problem in which we look for an optimal dividend strategy that maximizes the expected accumulated present value of dividends until ruin for the skew Brownian surplus process. By showing a verification theorem on the associated Hamilton-Jacobi-Bellman inequalities, we identify conditions for different barrier strategies to be optimal and observe that certain band strategies involving two dividend barriers can be optimal. We also illustrate how the optimal strategies are affected by different choices of drifts and skewness.

This talk is based on joint work with Zhongqin Gao.

 

主讲人简介

Xiaowen Zhou received BSc in mathematics from Sun Yat-Sen University and PhD in statistics from University of California at Berkeley. He joined Concordia University in 2001. His research interest is on stochastic processes and their applications in population models and in risk theory.

欢迎感兴趣的师生参加

 

校对|王国长

编辑|麦嘉杰

初审|黄振

终审|郑贤

  (来源:暨南大学经济学院微信公众号)