A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models
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-fraction...
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American Institute of Mathematical Sciences
2024
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my.uniten.dspace-345572024-10-14T11:20:38Z A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models Ahmad H. Khan M.N. Ahmad I. Omri M. Alotaibi M.F. 57220768187 57205304990 57220824630 56973969500 57194206309 hybrid local meshless method polynomial radial basis functions time-fractional Black-Scholes model 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? 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. � 2023 the Author(s), licensee AIMS Press. Final 2024-10-14T03:20:38Z 2024-10-14T03:20:38Z 2023 Article 10.3934/math.20231003 2-s2.0-85163127496 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163127496&doi=10.3934%2fmath.20231003&partnerID=40&md5=5e094803e93b912cc0be62268838d4e5 https://irepository.uniten.edu.my/handle/123456789/34557 8 8 19677 19698 All Open Access Gold Open Access American Institute of Mathematical Sciences Scopus |
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hybrid local meshless method polynomial radial basis functions time-fractional Black-Scholes model Ahmad H. Khan M.N. Ahmad I. Omri M. Alotaibi M.F. A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models |
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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? 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. � 2023 the Author(s), licensee AIMS Press. |
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57220768187 |
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57220768187 Ahmad H. Khan M.N. Ahmad I. Omri M. Alotaibi M.F. |
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Article |
author |
Ahmad H. Khan M.N. Ahmad I. Omri M. Alotaibi M.F. |
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Ahmad H. |
title |
A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models |
title_short |
A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models |
title_full |
A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models |
title_fullStr |
A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models |
title_full_unstemmed |
A meshless method for numerical solutions of linear and nonlinear time-fractional Black-Scholes models |
title_sort |
meshless method for numerical solutions of linear and nonlinear time-fractional black-scholes models |
publisher |
American Institute of Mathematical Sciences |
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2024 |
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1814061185103822848 |
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13.214268 |