Risk-sensitive portfolio optimization with transaction costs
Tomasz R. Bielecki, Jean‐Philippe Chancelier, Stanley R. Pliska, Agnès Sulem
Abstract
Tomasz R. Bielecki, Jean‐Philippe Chancelier, Stanley R. Pliska, Agnès Sulem
Abstract
ABSTRACT We develop methods of risk-sensitive impulsive control theory in order to solve an optimal asset allocation problem with transaction costs and a stochastic interest rate. The optimal trading strategy and the risk-sensitized expected exponential growth rate of the investor’s portfolio are characterized in terms of a non-linear quasi-variational inequality. This problem can then be interpreted as the ergodic Isaac–Hamilton–Jacobi equation associated with a min–max problem. We use a numerical method based on an extended two-stage policy iteration algorithm for min–max problems and provide numerical results for the case of two assets and one factor that is a Vasicek interest rate.
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ABSTRACT We develop methods of risk-sensitive impulsive control theory in order to solve an optimal asset allocation problem with transaction costs and a stochastic interest rate. The optimal trading strategy and the risk-sensitized expected exponential growth rate of the investor’s portfolio are characterized in terms of a non-linear quasi-variational inequality. This problem can then be interpreted as the ergodic Isaac–Hamilton–Jacobi equation associated with a min–max problem. We use a numerical method based on an extended two-stage policy iteration algorithm for min–max problems and provide numerical results for the case of two assets and one factor that is a Vasicek interest rate.
Key concepts: Vasicek model, Transaction cost, Interest rate, Mathematical optimization, Ergodic theory, Portfolio, Exponential utility, Computer science