School of Mathematics and System Science, XinjiangUniversity, Urumqi 830046, Xinjiang, China;
School of Mathematics and Statistics, Wuhan University,Wuhan 430072, Hubei, China;
diffusion model; risk control; dividend payment; Hamilton-Jacobi-Bellman(HJB) equation; optimal policy;