Abstract
Semidefinite programming (SDP) approaches are considered for obtaining bounds for the price of an arithmetic average Asian option. A method for computing the moments of the distribution of prices is developed which enables the method of Bertsimas and Popescu to be extended for the case of the Asian option. In particular, several SDP formulations for upper and lower bounds of the price of an Asian option are given based on different representations of the payoffs of the option. The formulations are amenable to standard SDP computational methods.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bertsimas, D. and Popescu, I.: 2002, On the relation between option and stock prices: a convex optimization approach, Operations Research 50(2), 358–374.
Black, F. and Scholes, M.: 1973, The pricing of options and corporate liabilities, Journal of Political Economy 81, 637–654.
Boyle, P.P. and Emanuel, D.: 1980, The pricing of options on the generalized means, Working paper, University of British Columbia, Vancouver, B.C., Canada.
Dalakouras, G.V.: 2004, Computation of the moments of the continuously sampled arithmetic average, Working paper, Department of Mathematics, University of Michigan, Ann Arbor.
Dufresne, D.: 1989, Weak convergence of random growth processes with applications to insurance, Insurance Mathematics & Economics 8, 187–201.
Geman, H. and Yor, M.: 1993, Bessel processes, Asian options and perpetuities, Mathematical Finance 3(4), 349–375.
Glasserman, P., Heidelberger, P. and Shahabuddin, P.: 1999, Asymptotically optimal importance sampling and stratification for pricing path dependent options, Mathematical Finance 9, 117–152.
Gotoh, J.Y. and Konno, H.: 2002, Bounding option prices by semidefmite programming: a cutting plane algorithm, Management Science 48, 665–678.
Hull, J.C.: 2003, Options, Futures, and Other Derivatives, Prentice Hall, Englewood Cliffs, NJ. (5th ed.).
Ishii, K.: 1963, On sharpness of Chebyshev-type inequalities, Ann Inst. Statist Meth. 14, 185–197.
Pardalos, P.M. and Wolkowicz, H. (eds): 1998, Topics in Semidefinite and Interior-Point Methods, Vol. 18 of Fields Institute Communications Series, American Mathematical Society.
Ramana, M. and Pardalos, P.M.: 1996, Semidefinite programming, in T. Terlaky (ed.), Interior Point Methods of Mathematical Programming, Kluwer Academic Publishers, Dordrecht, pp. 369–398.
Rogers, L.C. and Shi, Z.: 1995, The value of an Asian option, Journal of Applied Probability 32, 1077–1088.
Turnbull, S.M. and Wakeman, L.M.: 1991, A quick algorithm for pricing European average options, Journal of Financial and Quantitative Analysis 26, 377–389.
Vandenberghe, L. and Boyd, S.: 1996, Semidefinite programming, SIAM Remew 38, 49–95.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Dalakouras, G.V., Kwon, R.H., Pardalos, P.M. (2008). Semidefinite Programming Approaches for Bounding Asian Option Prices. In: Kontoghiorghes, E.J., Rustem, B., Winker, P. (eds) Computational Methods in Financial Engineering. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77958-2_6
Download citation
DOI: https://doi.org/10.1007/978-3-540-77958-2_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-77957-5
Online ISBN: 978-3-540-77958-2
eBook Packages: Business and EconomicsEconomics and Finance (R0)