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author:

An, Xingyu (An, Xingyu.) [1] | Liu, Fawang (Liu, Fawang.) [2] | Chen, Shanzhen (Chen, Shanzhen.) [3] | Anh, Vo V. (Anh, Vo V..) [4]

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Option pricing models are often used to describe the dynamic characteristics of prices in financial markets. Unlike the classical Black-Scholes (BS) model, the finite moment log stable (FMLS) model can explain large movements of prices during small time steps. In the FMLS, the second-order spatial derivative of the BS model is replaced by a fractional operator of order alpha which generates an alpha-stable Levy process. In this paper, we consider the finite difference method to approximate the FMLS model. We present two numerical schemes for this approximation: the implicit numerical scheme and the Crank-Nicolson scheme. We carry out convergence and stability analyses for the proposed schemes. Since the fractional operator routinely generates dense matrices which often require high computational cost and storage memory, we explore three methods for solving the approximation schemes: the Gaussian elimination method, the bi-conjugate gradient stabilized method (Bi-CGSTAB) and the fast Bi-CGSTAB (FBi-CGSTAB) in order to compare the cost of calculations. Finally, two numerical examples with exact solutions are presented where we also use extrapolation techniques to achieve higher-order convergence. The results suggest that the proposed schemes are unconditionally stable and convergent, and the FMLS model is useful for pricing options.

Keyword:

Bi-CGSTAB extrapolation technique FBi-CGSTAB finite difference method FMLS model stability and convergence

Community:

  • [ 1 ] [An, Xingyu]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia
  • [ 2 ] [Liu, Fawang]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia
  • [ 3 ] [Liu, Fawang]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
  • [ 4 ] [Chen, Shanzhen]Southwestern Univ Finance & Econ, Sch Econ Math, Chengdu, Peoples R China
  • [ 5 ] [Anh, Vo V.]Swinburne Univ Technol, Fac Sci Engn & Technol, Hawthorn, Vic, Australia

Reprint 's Address:

  • 刘发旺

    [Liu, Fawang]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia

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Source :

NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS

ISSN: 0749-159X

Year: 2020

Issue: 6

Volume: 36

Page: 1537-1554

3 . 0 0 9

JCR@2020

2 . 1 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:132

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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