Probabilistic interpretation of HJB equations by the representation theorem for generators of BSDEs

被引:2
作者
Xiao, Lishun [1 ]
Fan, Shengjun [2 ]
Tian, Dejian [2 ]
机构
[1] Xuzhou Med Univ, Dept Biostat, Xuzhou 221004, Jiangsu, Peoples R China
[2] China Univ Min & Technol, Sch Math, Xuzhou 221116, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
backward stochastic differential equation; recursive optimal control problem; Hamilton-Jacobi-Bellman equation; representation theorem for generator; STOCHASTIC DIFFERENTIAL-EQUATIONS; VISCOSITY SOLUTIONS; GROWTH GENERATORS;
D O I
10.1214/20-ECP310
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The purpose of this note is to propose a new approach for the probabilistic interpretation of Hamilton-Jacobi-Bellman equations associated with stochastic recursive optimal control problems, utilizing the representation theorem for generators of backward stochastic differential equations. The key idea of our approach for proving this interpretation lies in the identity between solutions and generators given by the representation theorem. Compared with existing methods, our approach seems to be a feasible unified method for different frameworks and be more applicable to general settings. This can also be regarded as a new application of such representation theorem.
引用
收藏
页数:10
相关论文
共 21 条
[1]  
[Anonymous], 1992, Bulletin of the American mathematical society
[2]  
Barles G., 1997, Stochastics Stochastics Rep., V60, P57
[3]   A CONVERSE COMPARISON THEOREM FOR BSDES AND RELATED PROPERTIES OF g-EXPECTATION [J].
Briand, Philippe ;
Coquet, Francois ;
Hu, Ying ;
Memin, Jean ;
Peng, Shige .
ELECTRONIC COMMUNICATIONS IN PROBABILITY, 2000, 5 :101-117
[4]   Stochastic differential games and viscosity solutions of Hamilton-Jacobi-Bellman-Isaacs equations [J].
Buckdahn, Rainer ;
Li, Juan .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2008, 47 (01) :444-475
[5]   GENERALIZED HAMILTON-JACOBI-BELLMAN EQUATIONS WITH DIRICHLET BOUNDARY CONDITION AND STOCHASTIC EXIT TIME OPTIMAL CONTROL PROBLEM [J].
Buckdahn, Rainer ;
Nie, Tianyang .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 54 (02) :602-631
[6]   Probabilistic interpretation of a coupled system of Hamilton-Jacobi-Bellman equations [J].
Buckdahn, Rainer ;
Hu, Ying .
JOURNAL OF EVOLUTION EQUATIONS, 2010, 10 (03) :529-549
[7]   Backward stochastic differential equations in finance [J].
El Karoui, N ;
Peng, S ;
Quenez, MC .
MATHEMATICAL FINANCE, 1997, 7 (01) :1-71
[8]   Representation theorem for generators of BSDEs with monotonic and polynomial-growth generators in the space of processes [J].
Fan, ShengJun ;
Jiang, Long ;
Xu, YingYing .
ELECTRONIC JOURNAL OF PROBABILITY, 2011, 16 :830-844
[9]   Representation theorems for generators of backward stochastic differential equations and their applications [J].
Jiang, L .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2005, 115 (12) :1883-1903
[10]   Convexity, translation invariance and subadditivity for g-expectations and related risk measures [J].
Jiang, Long .
ANNALS OF APPLIED PROBABILITY, 2008, 18 (01) :245-258