数学物理学报(英文版) ›› 2017, Vol. 37 ›› Issue (5): 1497-1518.doi: 10.1016/S0252-9602(17)30087-5

• 论文 • 上一篇    下一篇

BSDES IN GAMES, COUPLED WITH THE VALUE FUNCTIONS. ASSOCIATED NONLOCAL BELLMAN-ISAACS EQUATIONS

郝涛1, 李娟2   

  1. 1. School of Statistics, Shandong University of Finance and Economics, Jinan 250014, China;
    2. School of Mathematics and Statistics, Shandong University, Weihai 264209, China
  • 收稿日期:2015-05-29 修回日期:2016-11-24 出版日期:2017-10-25 发布日期:2017-10-25
  • 通讯作者: Juan LI,E-mail:juanli@sdu.edu.cn E-mail:juanli@sdu.edu.cn
  • 作者简介:Tao HAO,E-mail:haotao2012@hotmail.com
  • 基金资助:

    The work is supported by the NSF of China (11071144, 11171187, 11222110 and 71671104), Shandong Province (BS2011SF010, JQ201202), SRF for ROCS (SEM); Program for New Century Excellent Talents in University (NCET-12-0331), 111 Project (B12023), the Ministry of Education of Humanities and Social Science Project (16YJA910003) and Incubation Group Project of Financial Statistics and Risk Management of SDUFE.

BSDES IN GAMES, COUPLED WITH THE VALUE FUNCTIONS. ASSOCIATED NONLOCAL BELLMAN-ISAACS EQUATIONS

Tao HAO1, Juan LI2   

  1. 1. School of Statistics, Shandong University of Finance and Economics, Jinan 250014, China;
    2. School of Mathematics and Statistics, Shandong University, Weihai 264209, China
  • Received:2015-05-29 Revised:2016-11-24 Online:2017-10-25 Published:2017-10-25
  • Contact: Juan LI,E-mail:juanli@sdu.edu.cn E-mail:juanli@sdu.edu.cn
  • Supported by:

    The work is supported by the NSF of China (11071144, 11171187, 11222110 and 71671104), Shandong Province (BS2011SF010, JQ201202), SRF for ROCS (SEM); Program for New Century Excellent Talents in University (NCET-12-0331), 111 Project (B12023), the Ministry of Education of Humanities and Social Science Project (16YJA910003) and Incubation Group Project of Financial Statistics and Risk Management of SDUFE.

摘要:

We establish a new type of backward stochastic differential equations (BSDEs) connected with stochastic differential games (SDGs), namely, BSDEs strongly coupled with the lower and the upper value functions of SDGs, where the lower and the upper value functions are defined through this BSDE. The existence and the uniqueness theorem and comparison theorem are proved for such equations with the help of an iteration method. We also show that the lower and the upper value functions satisfy the dynamic programming principle. Moreover, we study the associated Hamilton-Jacobi-Bellman-Isaacs (HJB-Isaacs) equations, which are nonlocal, and strongly coupled with the lower and the upper value functions. Using a new method, we characterize the pair (W,U) consisting of the lower and the upper value functions as the unique viscosity solution of our nonlocal HJB-Isaacs equation. Furthermore, the game has a value under the Isaacs' condition.

关键词: McKean-Vlasov SDE, BSDE coupled with the lower and the upper value functions, dynamic programming principle, mean-field BSDE, viscosity solution, coupled nonlocal HJB-Isaacs equation, Isaacs' condition

Abstract:

We establish a new type of backward stochastic differential equations (BSDEs) connected with stochastic differential games (SDGs), namely, BSDEs strongly coupled with the lower and the upper value functions of SDGs, where the lower and the upper value functions are defined through this BSDE. The existence and the uniqueness theorem and comparison theorem are proved for such equations with the help of an iteration method. We also show that the lower and the upper value functions satisfy the dynamic programming principle. Moreover, we study the associated Hamilton-Jacobi-Bellman-Isaacs (HJB-Isaacs) equations, which are nonlocal, and strongly coupled with the lower and the upper value functions. Using a new method, we characterize the pair (W,U) consisting of the lower and the upper value functions as the unique viscosity solution of our nonlocal HJB-Isaacs equation. Furthermore, the game has a value under the Isaacs' condition.

Key words: McKean-Vlasov SDE, BSDE coupled with the lower and the upper value functions, dynamic programming principle, mean-field BSDE, viscosity solution, coupled nonlocal HJB-Isaacs equation, Isaacs' condition