On analyzing two dimensional fractional order brain tumor model based on orthonormal Bernoulli polynomials and Newton's method
| Autor: | Iman Masti, Khosro Sayevand, Hossein Jafari |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2023 |
| Předmět: | |
| Zdroj: | An International Journal of Optimization and Control: Theories & Applications (2023) |
| Druh dokumentu: | article |
| ISSN: | 2146-0957 2146-5703 |
| Popis: | Recently, modeling problems in various field of sciences and engineering with the help of fractional calculus has been welcomed by researchers. One of these interesting models is a brain tumor model. In this framework, a two dimensional expansion of the diffusion equation and glioma growth is considered. The analytical solution of this model is not an easy task, so in this study, a numerical approach based on the operational matrix of conventional orthonormal Bernoulli polynomials (OBPs) has been used to estimate the solution of this model. As an important advantage of the proposed method is to obtain the fractional derivative in matrix form, which makes calculations easier. Also, by using this technique, the problem under the study is converted into a system of nonlinear algebraic equations. This system is solved via Newton's method and the error analysis is presented. At the end to show the accuracy of the work, we have examined two examples and compared the numerical results with other works. |
| Databáze: | Directory of Open Access Journals |
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