Research ArticleOpen AccessGoogle Scholar indexed
Multi-Period Portfolio Selection with No-Shorting Constraints: Duality Analysis
Management School, Jinan University, Guangzhou, China
Management School, Jinan University, Guangzhou, China
- 1 Management School, Jinan University, Guangzhou, China
- 2 Management School, Jinan University, Guangzhou, China
Journal of Mathematical Finance·Volume 07 (2017)·Pages 751–768·Published 19 June 2017·DOI10.4236/jmf.2017.73040
Copy link · social · email
Abstract
This paper considers a multi-period mean-variance portfolio selection problem with no shorting constraint. We assume that the sample space is finite, and the possible securities price vector transitions is equivalent to the number of securities. By making use of the embedding technique of Li and Ng (2000), the original nonseparable problem can be solved by introducing an auxiliary problem. After the risk neutral probability is calculated, the auxiliary problem can be solved by using the martingale method of Pliska (1986). Finally, we derive a closed form of the optimal solution to the original constrained problem.
KeywordsMulti-Period Mean-Variance FormulationAuxiliary MarketMartingale MethodRisk Neutral ProbabilityDualityOptimal Trading Strategy
- Markowiz, H. (1983) Portfolio Selection. The Journal of Finance, 7, 77-91.
- Merton, R.C. (1972) An Analytic Derivation of the Efficient Portfolio. The Journal of Financial and Quantitative Analysis, 7, 13-15. https://doi.org/10.2307/2329621
- Duan, L. and Ng, W.L. (2000) Optimal Dynamic Portfolio Selection: Multiperiod Mean-Variance Formulation. Mathematical Finance, 10, 387-406. https://doi.org/10.1111/1467-9965.00100
- Li, X., Zhou, X.Y. and Lim, A.E.B. (2002) Dynamic Mean-Variance Portfolio Selection with No-Shorting Constraints. Journal on Control and Optimization, 40, 1540-1555. https://doi.org/10.1137/S0363012900378504
- Xu, G.L. and Shreve, S.E. (1992) A Duality Method for Optimal Consumption and Investment under Short-Selling Prohibition. i. General Market Coefficients. Annals of Applied Probability, 2, 87-112. https://doi.org/10.1214/aoap/1177005772
- Xu, G.L. and Shreve, S.E. (1992) A Duality Method for Optimal Consumption and Investment under Short-Selling Prohibition. ii. Constant Market Coefficients. Annals of Applied Probability, 2, 314-328. https://doi.org/10.1214/aoap/1177005706
- Pliska, S.R. (1986) A Stochastic Calculus Model of Continuous Trading: Optimal Portfolios. Mathematics of Operations Research, 11, 371-382. https://doi.org/10.1287/moor.11.2.371