Risk-sensitive control for a class of nonlinear systems with multiplicative noise

被引:13
作者
Date, Paresh [1 ]
Gashi, Bujar [2 ]
机构
[1] Brunel Univ, Dept Math Sci, Ctr Anal Risk & Optimisat Modelling Applicat CARI, Uxbridge UB8 3PH, Middx, England
[2] Univ Liverpool, Dept Math Sci, IFAM, Liverpool L69 7ZL, Merseyside, England
关键词
Risk-sensitive control; Nonlinear systems; Bond pricing; Optimal investment; EXPONENTIAL PERFORMANCE CRITERIA; QUADRATIC-GAUSSIAN CONTROL; STOCHASTIC LINEAR-SYSTEMS; TERM STRUCTURE MODELS; COST; MANAGEMENT; INDEX; SPACE;
D O I
10.1016/j.sysconle.2013.07.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider the problem of optimal control for a class of nonlinear stochastic systems with multiplicative noise. The nonlinearity consists of quadratic terms in the state and control variables. The optimality criteria are of a risk-sensitive and generalised risk-sensitive type. The optimal control is found in an explicit closed-form by the completion of squares and the change of measure methods. As applications, we outline two special cases of our results. We show that a subset of the class of models which we consider leads to a generalised quadratic affine term structure model (QATSM) for interest rates. We also demonstrate how our results lead to generalisation of exponential utility as a criterion in optimal investment. (C) 2013 Elsevier B.V. All rights reserved.
引用
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页码:988 / 999
页数:12
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