Residential College | false |
Status | 已發表Published |
A fast preconditioned iterative method for two-dimensional options pricing under fractional differential models | |
Chen,Xu1; Ding,Deng1; Lei,Siu Long1; Wang,Wenfei2,3 | |
2020-01-15 | |
Source Publication | Computers and Mathematics with Applications |
ISSN | 0898-1221 |
Volume | 79Issue:2Pages:440-456 |
Abstract | In recent years, fractional partial differential equation (FPDE) has been widely applied in options pricing problems, which better explains many important empirical facts of financial markets. However, the vast majority of the literatures focus on pricing the single asset option under the FPDE framework. In this paper, a two-dimensional FPDE governing the valuation of rainbow options is established, where two underlying assets are assumed to follow independent exponential Lévy processes, and its boundary conditions are determined by solving one-dimensional FPDEs. A second-order accurate finite difference scheme is proposed to discretize the two-dimensional FPDE. Given the block Toeplitz with Toeplitz block structure of the coefficient matrix, a fast preconditioned Krylov subspace method is developed for solving the resulting linear system with O(NlogN) computational complexity per iteration, where N is the matrix size. The proposed preconditioner accelerates the convergence of the iterative method with theoretical analysis. Numerical examples are given to demonstrate the accuracy and efficiency of our proposed numerical methods. |
Keyword | Finite Difference Method Finite Moment Log Stable Model Preconditioner Rainbow Options Pricing Two-dimensional Fractional Partial Differential Equation |
DOI | 10.1016/j.camwa.2019.07.010 |
URL | View the original |
Indexed By | SCIE ; SSCI |
Language | 英語English |
WOS Research Area | Mathematics |
WOS Subject | Mathematics, Applied |
WOS ID | WOS:000514017700016 |
Publisher | PERGAMON-ELSEVIER SCIENCE LTDTHE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND |
Scopus ID | 2-s2.0-85071108488 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF MATHEMATICS |
Corresponding Author | Wang,Wenfei |
Affiliation | 1.Department of Mathematics,University of Macau,Macao 2.Equity Investments and Trading Department,Haitong Securities Co.,Ltd.,Shanghai,China 3.Antai College of Economics and Management,Shanghai Jiao Tong University,Shanghai,China |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Chen,Xu,Ding,Deng,Lei,Siu Long,et al. A fast preconditioned iterative method for two-dimensional options pricing under fractional differential models[J]. Computers and Mathematics with Applications, 2020, 79(2), 440-456. |
APA | Chen,Xu., Ding,Deng., Lei,Siu Long., & Wang,Wenfei (2020). A fast preconditioned iterative method for two-dimensional options pricing under fractional differential models. Computers and Mathematics with Applications, 79(2), 440-456. |
MLA | Chen,Xu,et al."A fast preconditioned iterative method for two-dimensional options pricing under fractional differential models".Computers and Mathematics with Applications 79.2(2020):440-456. |
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