A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models

被引:43
作者
Ahmad, Hijaz [1 ,2 ,3 ]
Khan, Muuhammad Nawaz [4 ]
Ahmad, Imtiaz [5 ]
Omri, Mohamed [6 ]
Alotaibi, Maged F. [7 ]
机构
[1] Near East Univ, Operat Res Ctr Healthcare, TRNC Mersin 10, TR-99138 Nicosia, Turkiye
[2] Lebanese Amer Univ, Dept Comp Sci & Math, Beirut, Lebanon
[3] Int Telemat Univ Uninettuno, Sect Math, Corso Vittorio Emanuele II 39, I-00186 Rome, Italy
[4] Univ Engn & Technol Peshawar, Dept Basic Sci, Peshawar, Pakistan
[5] Univ Tenaga Nas, Inst Informat & Comp Energy IICE, Kajang, Selangor, Malaysia
[6] King Abdulaziz Univ, Deanship Sci Res, Jeddah, Saudi Arabia
[7] King Abdulaziz Univ, Coll Sci, Dept Phys, Jeddah, Saudi Arabia
来源
AIMS MATHEMATICS | 2023年 / 8卷 / 08期
关键词
time-fractional Black-Scholes model; hybrid local meshless method; radial basis functions; polynomial; RADIAL BASIS FUNCTIONS; PRICING AMERICAN OPTIONS; PENALTY METHOD; EQUATION; COLLOCATION;
D O I
10.3934/math.20231003
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The numerical solution of the time-fractional Black-Scholes model for European and American options is presented using a local meshless collocation approach based on hybrid Gaussian -cubic radial basis functions with polynomials is presented. The approach is then expanded to a nonlinear time-fractional model for an option with transaction costs in a market with low liquidity. The spatial derivatives of the models are discretized using the proposed meshless technique. Numerical experiments are carried out for the American option, European option, and nonlinear transaction cost option models. In order to evaluate the effectiveness and precision of the suggested meshless approach, L & INFIN; and Lrel error norms are utilized. Both call and put option volatility is explored. A non-uniform grid customized around the strike price region is also used to determine the prices of European call and American put options. The methods described in literature are compared with the numerical results.
引用
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页码:19677 / 19698
页数:22
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