Affiliation:
1. Research Institute of Intellectual Finance, Yango University , Fuzhou , 350000 , China
Abstract
Abstract
There are many non-probability factors affecting financial markets and the return on risk assets is fuzzy and uncertain. The authors propose new risk measurement methods to describe or measure the real investment risks. Currently many scholars are studying fuzzy asset portfolios. Based on previous research and in view of the threshold value constraint and entropy constraint of transaction costs and transaction volume, the multiple-period mean value -mean absolute deviation investment portfolio optimization model was proposed on a trial basis. This model focuses on a dynamic optimization problem with path dependence; solving using the discrete approximate iteration method certifies the algorithm is convergent. Upon the empirical research on 30 weighted stocks selected from Shanghai Stock Exchange and Shenzhen Stock Exchange, a multi-period investment portfolio optimum strategy was designed. Through the empirical research, it can be found that the multi-period investments dynamic optimization model has linear convergence and is more effective. This is of great value for investors to develop a multi-stage fuzzy portfolio investment strategy.
Subject
General Physics and Astronomy
Reference21 articles.
1. Markowitz H.M., Portfolio selection, J. Financ., 1952, (7), 77-91.
2. Jorion P., Value at risk: The new benchmark for controlling market risk, Irwin Professional Publication, 1997.
3. Palmquist J., Uryasev S., Krokhmal P., Portfolio optimization with conditional value-at-risk objective and constraints, J. Risk., 2002, (4), 43-68.
4. Meng F.W., Sun J., Goh M., A smoothing samole average approximation method for stochastic optimization problems with CVaR risk measure, J. Optimiz. Theory App., 2010, 146(2), 399-418.
5. Lim C., Sherali H.D., Uryasev S., Portfolio optimization by minimizing conditional value-at-risk via nondifferentiable optimization, Comput. Optim. Appl., 2010, (46), 391-415.
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