Optimal Portfolio Selection under the Short-range Fractional Brownian Motion

Jian-wei Gao
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Abstract

In this paper, we study the classical portfolio selection problem and extend the Brownian motion about the noises involved in the dynamics of wealth to a short-range fractional Brownian motion. Instead of using the classical tool of optimal control as optimization engine, we convert the stochastic optimal control problem into a non-random optimization by using Hamilton and Lagrange multiplier, and conclude the solution of the initial problem. Based on deterministic optimal control principle, we obtain the explicit solution of the optimal strategies. Finally, we present a simulation and analyze the sensitivity of the fractional order to the optimal strategy.
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短期分数布朗运动下的最优投资组合选择
本文研究了经典的投资组合问题,并将财富动力学中涉及噪声的布朗运动推广到一个短距离分数布朗运动。我们不再使用经典的最优控制工具作为优化引擎,而是利用Hamilton和Lagrange乘子将随机最优控制问题转化为非随机优化问题,并得出初始问题的解。基于确定性最优控制原理,得到了最优策略的显式解。最后进行了仿真,分析了分数阶对最优策略的敏感性。
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