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author:

Zhang, H. (Zhang, H..) [1] | Liu, F. (Liu, F..) [2] | Turner, I. (Turner, I..) [3] | Chen, S. (Chen, S..) [4] | Yang, Q. (Yang, Q..) [5]

Indexed by:

Scopus

Abstract:

Compared to the classical Black-Scholes model for pricing options, the Finite Moment Log Stable (FMLS) model can more accurately capture the dynamics of the stock prices including large movements or jumps over small time steps. In this paper, the FMLS model is written as a fractional partial differential equation and we will present a new numerical scheme for solving this model. We construct an implicit numerical scheme with second order accuracy for the FMLS and consider the stability and convergence of the scheme. In order to reduce the storage space and computational cost, we use a fast bi-conjugate gradient stabilized method (FBi-CGSTAB) to solve the discrete scheme. A numerical example is presented to show the efficiency of the numerical method and to demonstrate the order of convergence of the implicit numerical scheme. Finally, as an application, we use the above numerical technique to price a European call option. Furthermore, by comparing the FMLS model with the classical B-S model, the characteristics of the FMLS model are also analyzed. © 2016, Springer Science+Business Media New York.

Keyword:

Bi-conjugrate gradient stabilized method; European option; Fast Fourier transform; Numerical simulation; Riemann-Liouville fractional derivative; The FMLS model

Community:

  • [ 1 ] [Zhang, H.]School of Mathematical and Computer Sciences, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Liu, F.]School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD 4001, Australia
  • [ 3 ] [Turner, I.]School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD 4001, Australia
  • [ 4 ] [Chen, S.]School of Economic Mathematics, Southwestern University of Finance and Economics, Chengdu, 611130, China
  • [ 5 ] [Chen, S.]School of Mathematics, Shandong University, Jinan, 250100, China
  • [ 6 ] [Yang, Q.]School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD 4001, Australia

Reprint 's Address:

  • [Liu, F.]School of Mathematical Sciences, Queensland University of TechnologyAustralia

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Source :

Numerical Algorithms

ISSN: 1017-1398

Year: 2017

Issue: 3

Volume: 75

Page: 569-585

1 . 5 3 6

JCR@2017

1 . 7 0 0

JCR@2023

ESI HC Threshold:71

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 11

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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