Risk-sensitive investment in a finite-factor model

被引:4
作者
Andruszkiewicz, Grzegorz [1 ]
Davis, Mark H. A. [1 ]
Lleo, Sebastien [2 ]
机构
[1] Imperial Coll London, Dept Math, London, England
[2] NEOMA Business Sch, Dept Finance, Reims, France
来源
STOCHASTICS-AN INTERNATIONAL JOURNAL OF PROBABILITY AND STOCHASTIC REPORTS | 2017年 / 89卷 / 01期
关键词
Portfolio optimization; risk-sensitive control; factor model; exponential martingale; 34A12; 60H05; 91G10; 93E20; JUMP-DIFFUSION MODEL; OPTIMIZATION; MANAGEMENT;
D O I
10.1080/17442508.2016.1139115
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
A new jump diffusion regime-switching model is introduced, which allows for linking jumps in asset prices with regime changes. We prove the existence and uniqueness of the solution to the risk-sensitive asset management criterion maximization problem in this setting. We provide an ODE for the optimal value function, which may be efficiently solved numerically. Relevant probability measure changes are discussed in the appendix. The recently introduced approach of Klebaner and Liptser (2013) is used to prove the martingale property of the relevant density processes.
引用
收藏
页码:89 / 114
页数:26
相关论文
共 28 条
[1]  
[Anonymous], 2007, Pac. J. Optim., DOI DOI 10.18452/2928
[2]  
[Anonymous], 2003, CHAPMAN HALL CRC FIN
[3]  
Bain A, 2009, STOCH MOD APPL PROBA, V60, P1, DOI 10.1007/978-0-387-76896-0_1
[4]   Portfolio optimization with Markov-modulated stock prices and interest rates [J].
Bäuerle, N ;
Rieder, U .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (03) :442-447
[5]   Risk sensitive control of finite state Markov chains in discrete time, with applications to portfolio management [J].
Bielecki, T ;
Hernández-Hernández, D ;
Pliska, SR .
MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 1999, 50 (02) :167-188
[6]  
BIELECKI T. R., 2003, REV ACCOUNT FINANC, V2, P3, DOI DOI 10.1108/EB027004
[7]  
Birge JR, 2011, SPRINGER SER OPER RE, P3, DOI 10.1007/978-1-4614-0237-4
[8]   WEAK DYNAMIC PROGRAMMING PRINCIPLE FOR VISCOSITY SOLUTIONS [J].
Bouchard, Bruno ;
Touzi, Nizar .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2011, 49 (03) :948-962
[9]  
Davis M., 1993, CHAPMAN HALL CRC MON
[10]  
Davis M., 1998, Mathematics of Derivative Securities