TY - JOUR
T1 - Localized kernel-based meshless method for pricing financial options underlying fractal transmission system
AU - Nikan, Omid
AU - Avazzadeh, Zakieh
AU - Tenreiro Machado, José A.
N1 - Publisher Copyright:
© 2021 John Wiley & Sons, Ltd.
PY - 2024/3/30
Y1 - 2024/3/30
N2 - The variation in the option pricing of the fractal transmission system is modelled by the time fractional Black–Scholes equation (TFBSE). This paper proposes an efficient local meshless method for the numerical simulation of the TFBSE. At the first step, a difference formula of L1 type is employed to get a semi-discrete algorithm in the temporal variable with a accuracy of order 2 − α in the case of smooth solutions, where 0 < α ≤ 1 is the fractional-order derivative. At the second step, a localized radial basis function finite difference is adopted to derive a full-discrete scheme. Moreover, the unconditional stability and convergence of the proposed method are analyzed based on energy norm. The exact expressions for the weights of the first and second derivatives are used by imposing a multiquadric function generated by finite difference. The proposed technique produces linear systems with tridiagonal and diagonal matrices. Numerical experiments highlight the performance of the method.
AB - The variation in the option pricing of the fractal transmission system is modelled by the time fractional Black–Scholes equation (TFBSE). This paper proposes an efficient local meshless method for the numerical simulation of the TFBSE. At the first step, a difference formula of L1 type is employed to get a semi-discrete algorithm in the temporal variable with a accuracy of order 2 − α in the case of smooth solutions, where 0 < α ≤ 1 is the fractional-order derivative. At the second step, a localized radial basis function finite difference is adopted to derive a full-discrete scheme. Moreover, the unconditional stability and convergence of the proposed method are analyzed based on energy norm. The exact expressions for the weights of the first and second derivatives are used by imposing a multiquadric function generated by finite difference. The proposed technique produces linear systems with tridiagonal and diagonal matrices. Numerical experiments highlight the performance of the method.
KW - black-scholes model
KW - finite difference weights
KW - fractional derivatives
KW - local meshless method
KW - radial basis function
UR - http://www.scopus.com/inward/record.url?scp=85119488262&partnerID=8YFLogxK
U2 - 10.1002/mma.7968
DO - 10.1002/mma.7968
M3 - Article
AN - SCOPUS:85119488262
SN - 0170-4214
VL - 47
SP - 3247
EP - 3260
JO - Mathematical Methods in the Applied Sciences
JF - Mathematical Methods in the Applied Sciences
IS - 5
ER -