Pricing Asian options with an efficient convergent approximation algorithm

Tian-Shyr Dai*, Guan Shieng Huang, Yuh Dauh Lyuu

*此作品的通信作者

研究成果: Conference contribution同行評審

摘要

Asian options are popular path-dependent derivatives in the financial market. However, how to price them efficiently and accurately has been a longstanding research and practical problem. No known exact pricing formulas are available to price the Asian option. Although approximate pricing formulas exist, they lack accuracy guarantees. Asian options can be priced on the lattice. A lattice di-vides a time interval into n equal-length time steps. It is known that the value computed by the lattice converges to the true option value as no. Unfortunately, only subexponential-time algorithms are available if Asian options are to be priced on the lattice without approximations. Efficient approximation algorithms are available for the lattice. The best known in the literature is an-time approximation lattice algorithm and an 0(n3 )-time approximation PDE algorithm. Our paper suggests an 0(n2'5)-time lattice algorithm. Our algorithm uses a novel technique based on the method of Lagrange multipliers to minimize the approximation error. Numerical results verify the accuracy and the excellent performance of our algorithm.

原文English
主出版物標題Soft Computing as Transdisciplinary Science and Technology - Proceedings of the 4th IEEE International Workshop, WSTST 2005
發行者Springer Verlag
頁面1121-1130
頁數10
版本AISC
ISBN(列印)3540250557, 9783540250555
DOIs
出版狀態Published - 2005
事件4th IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology, WSTST 2005 - Muroran, 日本
持續時間: 25 5月 200527 5月 2005

出版系列

名字Advances in Soft Computing
號碼AISC
ISSN(列印)1615-3871
ISSN(電子)1860-0794

Conference

Conference4th IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology, WSTST 2005
國家/地區日本
城市Muroran
期間25/05/0527/05/05

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