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PSO-based Possibilistc Mean-Variance Model with Transaction Costs

机译:具有交易成本的基于PSO的均值方差模型

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摘要

In this paper, based on possibilistic mean and variance of fuzzy numbers a portfolio selection rebalancing problem is studied. Considering the importance of transaction costs for rebalancing the portfolio, a possibilistic portfolio model with transaction cost is proposed, in which transaction cost is assumed as a no-convex-no-concave function instead of V-Shaped function. Due to proposed problem is a non-smooth programming problem, an improved particle swarm optimization is designed. At last, a numerical example is given to illustrate our proposed effective approach.
机译:本文基于模糊数的均值和方差,研究了投资组合选择的再平衡问题。考虑到交易成本对投资组合再平衡的重要性,提出了一种具有交易成本的可能投资组合模型,该模型将交易成本假定为无凸凹函数而不是V形函数。由于提出的问题是非光滑编程问题,因此设计了一种改进的粒子群算法。最后,通过算例说明了我们提出的有效方法。

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