An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility

We are concerned with an investment and consumption problem with stochastic interest rate and stochastic volatility, in which interest rate dynamic is described by the Cox-Ingersoll-Ross (CIR) model and the volatility of the stock is driven by Heston’s stochastic volatility model. We apply stochasti...

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Main Authors: Hao Chang, Xi-min Rong
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2013/219397
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spelling doaj-abe2797dc501461a9d8eb59df7080b732020-11-24T23:41:45ZengHindawi LimitedAbstract and Applied Analysis1085-33751687-04092013-01-01201310.1155/2013/219397219397An Investment and Consumption Problem with CIR Interest Rate and Stochastic VolatilityHao Chang0Xi-min Rong1Department of Mathematics, Tianjin Polytechnic University, Binshui West Road 399, 300387 Tianjin, ChinaSchool of Science, Tianjin University, Wei-jin Road 72, 300072 Tianjin, ChinaWe are concerned with an investment and consumption problem with stochastic interest rate and stochastic volatility, in which interest rate dynamic is described by the Cox-Ingersoll-Ross (CIR) model and the volatility of the stock is driven by Heston’s stochastic volatility model. We apply stochastic optimal control theory to obtain the Hamilton-Jacobi-Bellman (HJB) equation for the value function and choose power utility and logarithm utility for our analysis. By using separate variable approach and variable change technique, we obtain the closed-form expressions of the optimal investment and consumption strategy. A numerical example is given to illustrate our results and to analyze the effect of market parameters on the optimal investment and consumption strategies.http://dx.doi.org/10.1155/2013/219397
collection DOAJ
language English
format Article
sources DOAJ
author Hao Chang
Xi-min Rong
spellingShingle Hao Chang
Xi-min Rong
An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility
Abstract and Applied Analysis
author_facet Hao Chang
Xi-min Rong
author_sort Hao Chang
title An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility
title_short An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility
title_full An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility
title_fullStr An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility
title_full_unstemmed An Investment and Consumption Problem with CIR Interest Rate and Stochastic Volatility
title_sort investment and consumption problem with cir interest rate and stochastic volatility
publisher Hindawi Limited
series Abstract and Applied Analysis
issn 1085-3375
1687-0409
publishDate 2013-01-01
description We are concerned with an investment and consumption problem with stochastic interest rate and stochastic volatility, in which interest rate dynamic is described by the Cox-Ingersoll-Ross (CIR) model and the volatility of the stock is driven by Heston’s stochastic volatility model. We apply stochastic optimal control theory to obtain the Hamilton-Jacobi-Bellman (HJB) equation for the value function and choose power utility and logarithm utility for our analysis. By using separate variable approach and variable change technique, we obtain the closed-form expressions of the optimal investment and consumption strategy. A numerical example is given to illustrate our results and to analyze the effect of market parameters on the optimal investment and consumption strategies.
url http://dx.doi.org/10.1155/2013/219397
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AT haochang investmentandconsumptionproblemwithcirinterestrateandstochasticvolatility
AT ximinrong investmentandconsumptionproblemwithcirinterestrateandstochasticvolatility
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