JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2024, Vol. 59 ›› Issue (10): 46-52.doi: 10.6040/j.issn.1671-9352.0.2023.281

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Sufficient maximum principle for one kind of nonzero-sum stochastic differential game involving noisy memory

Feng ZHANG(),Jiawei LIANG   

  1. School of Statistics and Mathematics, Shandong University of Finance and Economics, Jinan 250014, Shandong, China
  • Received:2023-06-27 Online:2024-10-20 Published:2024-10-10

Abstract:

One nonzero-sum stochastic differential game is considered, whose main feature is that several kinds of delays of the state and the control are involved. The state process can contain distributed delays, discrete delays, and noisy memory, and control processes can contain distributed delays and discrete delays. The control domains are convex sets. Sufficient conditions for the equilibrium point of the game are established by means of the stochastic maximum principle. Finally, an illustrative example is considered for which the equilibrium point is obtained in explicit form.

Key words: nonzero-sum stochastic differential game, delay, noisy memory, equilibrium point, maximum principle

CLC Number: 

  • O232
1 YONG Jiongmin , ZHOU Xunyu . Stochastic controls: Hamiltonian systems and HJB equations[M]. New York: Springer, 1999: 101- 156.
2 PENG Shige , YANG Zhe . Anticipated backward stochastic differential equations[J]. The Annals of Probability, 2009, 37 (3): 877- 902.
3 CHEN Li , WU Zhen . Maximum principle for the stochastic optimal control problem with delay and application[J]. Automatica, 2010, 46 (6): 1074- 1080.
doi: 10.1016/j.automatica.2010.03.005
4 MENG Weijun , SHI Jingtao . A global maximum principle for stochastic optimal control problems with delay and applications[J]. Systems & Control Letters, 2021, 150, 104909.
5 ØKSENDAL B , SULEM A , ZHANG T S . Optimal control of stochastic delay equations and time-advanced backward stochastic differential equations[J]. Advances in Applied Probability, 2011, 43 (2): 572- 596.
doi: 10.1239/aap/1308662493
6 CHEN Li , WU Zhen . Stochastic optimal control problem in advertising model with delay[J]. Journal of Systems Science & Complexity, 2020, 33 (4): 968- 987.
7 ZHANG Feng . Stochastic maximum principle for optimal control problems involving delayed systems[J]. Science China Information Sciences, 2021, 64 (1): 119206.
doi: 10.1007/s11432-019-2826-3
8 ZHANG Feng . Stochastic maximum principle of mean-field jump-diffusion systems with mixed delays[J]. Systems & Control Letters, 2021, 149, 104874.
9 ZHANG Qixia . Maximum principle for stochastic optimal control problem with distributed delays[J]. Acta Mathematica Scientia, 2021, 41 (2): 437- 449.
doi: 10.1007/s10473-021-0208-z
10 MENG Weijun, SHI Jingtao, WANG Tianxiao, et al. A general maximum principle for optimal control of stochastic differential delay systems[EB/OL]. (2023-02-07)[2023-06-27]. https://arxiv.org/abs/2302.03339.
11 DAHL K , MOHAMMED S E A , ØKSENDAL B , et al. Optimal control of systems with noisy memory and BSDEs with Malliavin derivatives[J]. Journal of Functional Analysis, 2016, 271 (2): 289- 329.
doi: 10.1016/j.jfa.2016.04.031
12 ZHANG Feng . Sufficient maximum principle for stochastic optimal control problems with general delays[J]. Journal of Optimization Theory and Applications, 2022, 192 (2): 678- 701.
doi: 10.1007/s10957-021-01987-9
13 ZHANG Qixia . Maximum principle for non-zero sum stochastic differential game with discrete and distributed delays[J]. Journal of Systems Science & Complexity, 2021, 34 (2): 572- 587.
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