Cargando…
A numerical study of the European option by the MLPG method with moving kriging interpolation
In this paper, the meshless local Petrov–Galerkin (MLPG) method is applied for solving a generalized Black–Scholes equation in financial problems. This equation is a PDE governing the price evolution of a European call or a European put under the Black–Scholes model. The θ-weighted method and MLPG a...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4783319/ https://www.ncbi.nlm.nih.gov/pubmed/27064892 http://dx.doi.org/10.1186/s40064-016-1947-5 |
_version_ | 1782420084363362304 |
---|---|
author | Phaochoo, P. Luadsong, A. Aschariyaphotha, N. |
author_facet | Phaochoo, P. Luadsong, A. Aschariyaphotha, N. |
author_sort | Phaochoo, P. |
collection | PubMed |
description | In this paper, the meshless local Petrov–Galerkin (MLPG) method is applied for solving a generalized Black–Scholes equation in financial problems. This equation is a PDE governing the price evolution of a European call or a European put under the Black–Scholes model. The θ-weighted method and MLPG are used for discretizing the governing equation in time variable and option pricing, respectively. We show that the spectral radius of amplification matrix with the discrete operator is less than 1. This ensures that this numerical scheme is stable. Numerical experiments are performed with time varying volatility and the results are compared with the analytical and the numerical results of other methods. |
format | Online Article Text |
id | pubmed-4783319 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-47833192016-04-09 A numerical study of the European option by the MLPG method with moving kriging interpolation Phaochoo, P. Luadsong, A. Aschariyaphotha, N. Springerplus Research In this paper, the meshless local Petrov–Galerkin (MLPG) method is applied for solving a generalized Black–Scholes equation in financial problems. This equation is a PDE governing the price evolution of a European call or a European put under the Black–Scholes model. The θ-weighted method and MLPG are used for discretizing the governing equation in time variable and option pricing, respectively. We show that the spectral radius of amplification matrix with the discrete operator is less than 1. This ensures that this numerical scheme is stable. Numerical experiments are performed with time varying volatility and the results are compared with the analytical and the numerical results of other methods. Springer International Publishing 2016-03-09 /pmc/articles/PMC4783319/ /pubmed/27064892 http://dx.doi.org/10.1186/s40064-016-1947-5 Text en © Phaochoo et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Phaochoo, P. Luadsong, A. Aschariyaphotha, N. A numerical study of the European option by the MLPG method with moving kriging interpolation |
title | A numerical study of the European option by the MLPG method with moving kriging interpolation |
title_full | A numerical study of the European option by the MLPG method with moving kriging interpolation |
title_fullStr | A numerical study of the European option by the MLPG method with moving kriging interpolation |
title_full_unstemmed | A numerical study of the European option by the MLPG method with moving kriging interpolation |
title_short | A numerical study of the European option by the MLPG method with moving kriging interpolation |
title_sort | numerical study of the european option by the mlpg method with moving kriging interpolation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4783319/ https://www.ncbi.nlm.nih.gov/pubmed/27064892 http://dx.doi.org/10.1186/s40064-016-1947-5 |
work_keys_str_mv | AT phaochoop anumericalstudyoftheeuropeanoptionbythemlpgmethodwithmovingkriginginterpolation AT luadsonga anumericalstudyoftheeuropeanoptionbythemlpgmethodwithmovingkriginginterpolation AT aschariyaphothan anumericalstudyoftheeuropeanoptionbythemlpgmethodwithmovingkriginginterpolation AT phaochoop numericalstudyoftheeuropeanoptionbythemlpgmethodwithmovingkriginginterpolation AT luadsonga numericalstudyoftheeuropeanoptionbythemlpgmethodwithmovingkriginginterpolation AT aschariyaphothan numericalstudyoftheeuropeanoptionbythemlpgmethodwithmovingkriginginterpolation |