Title :
Multi-period mean-variance model with transaction cost for fuzzy portfolio selection
Author :
Huang, Xiaoxia ; Shen, Wenying
Author_Institution :
Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
This paper discusses multi-period portfolio selection problem in fuzzy environment. Following Markowitz´s idea of using expected return as the representative of the investment return and variance as the investment risk, we propose a fuzzy multi-period mean-variance model. The transaction cost factor is also considered in the model. In order to solve the model under fuzzy environment, we give the crisp equivalents of the model with security returns being all triangular or normal fuzzy variables respectively. To give a general solution, a hybrid intelligent algorithm based on fuzzy simulation is also designed for the optimization problem. Finally, a numerical example is given to illustrate the modeling idea..
Keywords :
costing; fuzzy set theory; investment; optimisation; Markowitzs idea; fuzzy environment; investment return; investment risk; multiperiod mean variance model; optimization problem; transaction cost factor; Biological cells; Biological system modeling; Computational modeling; Investments; Numerical models; Portfolios; Security; Fuzzy portfolio selection; Mean-variance model; Multi-period portfolio selection; Transaction cost;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569108