Title :
PSO-based possibilistc mean-variance model with transaction costs
Author :
Chen, Wei ; Yang, Ling ; Xu, Fasheng
Author_Institution :
Sch. of Inf., Capital Univ. of Econ. & Bus., Beijing, China
Abstract :
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.
Keywords :
costing; particle swarm optimisation; possibility theory; PSO-based possibilistc mean-variance model; V-shaped function; fuzzy numbers; no-convex-no-concave function; nonsmooth programming problem; particle swarm optimization; portfolio selection rebalancing problem; possibilistic portfolio model; transaction costs; Cost function; Fuzzy set theory; Fuzzy sets; Heuristic algorithms; Particle swarm optimization; Portfolios; Possibility theory; Publishing; Random variables; Uncertainty; Improved Particle Swarm Optimization; Portfolio Selection; Possibility Theory; Transaction Costs;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5195275