Research ArticleOpen AccessGoogle Scholar indexed
On-Line Portfolio Selection for a Currency Exchange Market
Department of Mathematics, Swansea University, Swansea, UK
School of Mathematics, Northwest University, Xi’an, China
- 1 Department of Mathematics, Swansea University, Swansea, UK
- 2 School of Mathematics, Northwest University, Xi’an, China
Journal of Mathematical Finance·Volume 06 (2016)·Pages 471–488·Published 16 September 2016·DOI10.4236/jmf.2016.64038
Copy link · social · email
Abstract
The purpose of this paper is to study on-line portfolio selection strategies for currency exchange markets and our focus is on the markets with presence of decrements. To this end, we first analyze the main factors arising in the decrements. Then we develop a cross rate scheme which enables us to establish an on-line portfolio selection strategy for the currency exchange markets with presence of decrements. Finally, we prove the universality of our on-line portfolio selections.
KeywordsCurrency Markets with DecrementsCross Rate MethodOn-Line Portfolio Selection StrategyActive Portfolio Management
- Korn, R. (1997) Optimal Portfolios. World Scientific, Singapore. http://dx.doi.org/10.1142/3548
- Albeverio, S., Lao, L. and Zhao, X. (2001) On-Line Portfolio Selection Strategy with Prediction in the Presence of Transaction Costs. Mathematical Methods of Operations Research, 54, 133-161. http://dx.doi.org/10.1007/s001860100142
- Helmbold, D.P., Schapire, R.E., Singer, Y. and Warmuth, M.K. (1998) On-Line Portfolio Selection Using Multiplicative Updates. Mathematical Finance, 8, 325-347. http://dx.doi.org/10.1111/1467-9965.00058
- Kivinen, J. and Warmuth, M.K. (1997) Exponentiated Gradient versus Gradient Descent for Linear Predictors. Information and Computation, 132, 1-63. http://dx.doi.org/10.1006/inco.1996.2612
- Cover, T.M. (1991) Universal Portfolios. Mathematical Finance, 1, 1-29. http://dx.doi.org/10.1111/j.1467-9965.1991.tb00002.x
- Cover, T.M. and Ordentlich, E. (1996) Universal Portfolios with Side Information. IEEE Transactions on Information Theory, 42, 348-363. http://dx.doi.org/10.1109/18.485708
- Blum, A. and Kalai, A. (1997) Universal Portfolios with and without Transaction Costs. In: Proceedings of the Tenth Annual Conference on Computational Learning Theory, ACM Press, New York, 309-313. http://dx.doi.org/10.1145/267460.267518
- Korn, R. and Schal, M. (1999) On Value Preserving and Growth Optimal Portfolios. Mathematical Methods of Operations Research, 50, 189-218. http://dx.doi.org/10.1007/s001860050095
- Madura, J. (2015) International Financial Management. 12th Edition, Cengage Learning, Boston.
- Cox, J.C. and Huang, C.-F. (1989) Optimal Consumption and Portfolio Policies When Asset Prices Follow a Diffusion Process. Journal of Economic Theory, 49, 33-83. http://dx.doi.org/10.1016/0022-0531(89)90067-7