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Portfolio selection problem with liquidity constraints under non-extensive statistical mechanics
Institution:1. Business School, University of Shanghai for Science and Technology, Shanghai, China;2. College of Finance and Mathematics, West Anhui University, Luan, Anhui, China;3. Financial Risk Intelligent Control and Prevention Institute of West Anhui University, Luan, Anhui, China
Abstract:In this study, we consider the optimal portfolio selection problem with liquidity limits. A portfolio selection model is proposed in which the risky asset price is driven by the process based on non-extensive statistical mechanics instead of the classic Wiener process. Using dynamic programming and Lagrange multiplier methods, we obtain the optimal policy and value function. Moreover, the numerical results indicate that this model is considerably different from the model based on the classic Wiener process, the optimal strategy is affected by the non-extensive parameter q, the increase in the investment in the risky asset is faster at a larger parameter q and the increase in wealth is similar.
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