Volume 12, Issue 4
An Efficient Numerical Method for the Valuation of American Better-of Options Based on the Front-Fixing Transform and the Far Field Truncation

Xiaowei Pang, Haiming Song, Xiaoshen Wang & Kai Zhang

Adv. Appl. Math. Mech., 12 (2020), pp. 902-919.

Published online: 2020-06

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  • Abstract

In this paper, an efficient numerical method is proposed for the valuation of American better-of options based on the Black-Scholes model. Because of the existence of the optimal exercise boundary, the American better-of option satisfies a two dimensional parabolic linear complementarity problem on an unbounded domain. We first transform it into a one dimensional free boundary problem by a standard change of variables. And then the front-fixing transformation and the far field truncation are used to deal with the free boundary and the unbounded domain in succession, which yields a parabolic problem with unknown coefficient (free boundary) on a bounded regular domain. Furthermore, a finite element method is applied to discretize the resulting continuous system. The stability of the semi-discrete solution is also established. Meanwhile, Newton's method is used to solve the discretized system to obtain the free boundary and the option value simultaneously. The nonnegativity of the iteration solutions is also proved. Finally, numerical simulations are carried out to test the performance of the proposed method.

  • Keywords

American better-of option, far field truncation, front-fixing transformation, finite element method.

  • AMS Subject Headings

35A35, 90A09, 65K10, 65M12, 65M60

  • Copyright

COPYRIGHT: © Global Science Press

  • Email address

zhangkaimath@jlu.edu.cn (Kai Zhang)

  • BibTex
  • RIS
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@Article{AAMM-12-902, author = {Pang , Xiaowei and Haiming Song , and Xiaoshen Wang , and Zhang , Kai }, title = {An Efficient Numerical Method for the Valuation of American Better-of Options Based on the Front-Fixing Transform and the Far Field Truncation}, journal = {Advances in Applied Mathematics and Mechanics}, year = {2020}, volume = {12}, number = {4}, pages = {902--919}, abstract = {

In this paper, an efficient numerical method is proposed for the valuation of American better-of options based on the Black-Scholes model. Because of the existence of the optimal exercise boundary, the American better-of option satisfies a two dimensional parabolic linear complementarity problem on an unbounded domain. We first transform it into a one dimensional free boundary problem by a standard change of variables. And then the front-fixing transformation and the far field truncation are used to deal with the free boundary and the unbounded domain in succession, which yields a parabolic problem with unknown coefficient (free boundary) on a bounded regular domain. Furthermore, a finite element method is applied to discretize the resulting continuous system. The stability of the semi-discrete solution is also established. Meanwhile, Newton's method is used to solve the discretized system to obtain the free boundary and the option value simultaneously. The nonnegativity of the iteration solutions is also proved. Finally, numerical simulations are carried out to test the performance of the proposed method.

}, issn = {2075-1354}, doi = {https://doi.org/10.4208/aamm.OA-2019-0107}, url = {http://global-sci.org/intro/article_detail/aamm/16932.html} }
TY - JOUR T1 - An Efficient Numerical Method for the Valuation of American Better-of Options Based on the Front-Fixing Transform and the Far Field Truncation AU - Pang , Xiaowei AU - Haiming Song , AU - Xiaoshen Wang , AU - Zhang , Kai JO - Advances in Applied Mathematics and Mechanics VL - 4 SP - 902 EP - 919 PY - 2020 DA - 2020/06 SN - 12 DO - http://doi.org/10.4208/aamm.OA-2019-0107 UR - https://global-sci.org/intro/article_detail/aamm/16932.html KW - American better-of option, far field truncation, front-fixing transformation, finite element method. AB -

In this paper, an efficient numerical method is proposed for the valuation of American better-of options based on the Black-Scholes model. Because of the existence of the optimal exercise boundary, the American better-of option satisfies a two dimensional parabolic linear complementarity problem on an unbounded domain. We first transform it into a one dimensional free boundary problem by a standard change of variables. And then the front-fixing transformation and the far field truncation are used to deal with the free boundary and the unbounded domain in succession, which yields a parabolic problem with unknown coefficient (free boundary) on a bounded regular domain. Furthermore, a finite element method is applied to discretize the resulting continuous system. The stability of the semi-discrete solution is also established. Meanwhile, Newton's method is used to solve the discretized system to obtain the free boundary and the option value simultaneously. The nonnegativity of the iteration solutions is also proved. Finally, numerical simulations are carried out to test the performance of the proposed method.

Xiaowei Pang, Haiming Song, Xiaoshen Wang & Kai Zhang. (2020). An Efficient Numerical Method for the Valuation of American Better-of Options Based on the Front-Fixing Transform and the Far Field Truncation. Advances in Applied Mathematics and Mechanics. 12 (4). 902-919. doi:10.4208/aamm.OA-2019-0107
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