Title :
Optimal Dynamic Asset Allocation: A Stochastic Invariance Approach
Author :
Pola, Gianni ; Pola, Giordano
Author_Institution :
CAAM SGR SpA, Milan
Abstract :
Optimal asset allocation deals with how to divide the investor´s wealth across some asset-classes in order to maximize the investor´s gain. We consider the optimal asset allocation in a multi-period investment settings: optimal dynamic asset allocation provides the (optimal) re-balancing policy to accomplish some investment´s criteria. Given a sequence of target sets, which represent the portfolio specifications at each re-balancing time, an optimal portfolio allocation is synthesized for maximizing the joint probability for the portfolio to fulfil the target sets requirements. The approach pursued is based on dynamic programming. The optimal solution is shown to conditionally depend on the portfolio realization, thus providing a practical scheme for the dynamic portfolio re-balancing. Finally some case studies are given to show the proposed methodology
Keywords :
dynamic programming; investment; resource allocation; stochastic processes; dynamic programming; investor gain maximization; investor wealth distribution; multiperiod investment; optimal dynamic asset allocation; optimal portfolio allocation; optimal rebalancing policy; stochastic invariance; Asset management; Contracts; Dynamic programming; Finance; Gaussian distribution; Investments; Optimal control; Portfolios; Stochastic processes; USA Councils; Dynamic Programming; Multi-Period Investment; Optimal Control; Optimal Dynamic Asset Allocation; Portfolio Re-balancing; Stochastic Invariance Problem;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.376809