Numerical Solution of Heat Equation using Modified Cubic B-spline Collocation Method
DOI:
https://doi.org/10.37934/arnht.20.1.2335Keywords:
Modified Cubic B-Spline Method, Collocation Method, Partial Differential Equations, Heat Equation, Error Analysis, Numerical SolutionsAbstract
In this paper, a collocation method is presented based on the Modified Cubic B-spline Method (MCBSM) for the numerical solution of the heat equation. The PDE is fully discretized by using the Modified Cubic B-spline basis collocation for spatial discretization and the finite difference method is used for the time discretization. A numerical example from PDE is used to evaluate the accuracy of the proposed method. The numerical results are evaluated in comparison to the exact solutions. The findings consistently indicate that the suggested technique provides good error estimates. We also discovered that our proposed method was unconditionally stable. Hence, based on the results and the efficiency of the method, the method is suitable for solving heat equation.
Downloads
References
Khabir, Mohamed Hassan, and Rahma Abdullah Farah. "Cubic B-spline collocation method for one-dimensional heat equation." Pure Appl. Math 6 (2017): 51-58. https://doi.org/10.11648/j.pamj.20170601.17
Widder, David Vernon. The heat equation. Vol. 67. Academic Press, 1976.
Cannon, John Rozier. The one-dimensional heat equation. No. 23. Cambridge University Press, 1984. https://doi.org/10.1017/CBO9781139086967
Çağlar, Hikmet, Mehmet Özer, and Nazan Çağlar. "The numerical solution of the one-dimensional heat equation by using third degree B-spline functions." Chaos, Solitons & Fractals 38, no. 4 (2008): 1197-1201. https://doi.org/10.1016/j.chaos.2007.01.056
Daǧ, İdris, Bülent Saka, and Dursun Irk. "Application of cubic B-splines for numerical solution of the RLW equation." Applied Mathematics and Computation 159, no. 2 (2004): 373-389. https://doi.org/10.1016/j.amc.2003.10.020
Kadalbajoo, Mohan K., Lok Pati Tripathi, and Alpesh Kumar. "A cubic B-spline collocation method for a numerical solution of the generalized Black–Scholes equation." Mathematical and Computer Modelling 55, no. 3-4 (2012): 1483-1505. https://doi.org/10.1016/j.mcm.2011.10.040
Imízcoz, María Teresa Lozano. "The Poincaré conjecture: A problem solved after a century of new ideas and continued work." Metode Science Studies Journal 8 (2018): 59-67. https://doi.org/10.7203/metode.0.9265
Mittal, R. C., and RK2900117 Jain. "Numerical solutions of nonlinear Burgers’ equation with modified cubic B-splines collocation method." Applied Mathematics and Computation 218, no. 15 (2012): 7839-7855. https://doi.org/10.1016/j.amc.2012.01.059
Mittal, R. C., and Amit Tripathi. "Numerical solutions of two-dimensional unsteady convection–diffusion problems using modified bi-cubic B-spline finite elements." International Journal of Computer Mathematics 94, no. 1 (2017): 1-21. https://doi.org/10.1080/00207160.2015.1085976
Hadhoud, Adel R., H. M. Srivastava, and Abdulqawi AM Rageh. "Non-polynomial B-spline and shifted Jacobi spectral collocation techniques to solve time-fractional nonlinear coupled Burgers’ equations numerically." Advances in Difference Equations 2021, no. 1 (2021): 439. https://doi.org/10.1186/s13662-021-03604-5
Raslan, K. R., and Khalid K. Ali. "A new structure formulations for cubic B-spline collocation method in three and four-dimensions." Nonlinear Engineering 9, no. 1 (2020): 432-448. https://doi.org/10.1515/nleng-2020-0027
Singh, Aditi, Sumita Dahiya, and S. P. Singh. "A fourth-order B-spline collocation method for nonlinear Burgers–Fisher equation." Mathematical Sciences 14 (2020): 75-85. https://doi.org/10.1007/s40096-019-00317-5
Yaseen, Muhammad, Muhammad Abbas, and Muhammad Bilal Riaz. "A collocation method based on cubic trigonometric B-splines for the numerical simulation of the time-fractional diffusion equation." Advances in Difference Equations 2021 (2021): 1-19. https://doi.org/10.1186/s13662-021-03360-6
Singh, Satpal, Devendra Kumar, and Komal Deswal. "Trigonometric B-spline based ε-uniform scheme for singularly perturbed problems with Robin boundary conditions." Journal of Difference Equations and Applications 28, no. 7 (2022): 924-945. https://doi.org/10.1080/10236198.2022.2099273
Jena, Saumya Ranjan, and Archana Senapati. "One-dimensional heat and advection-diffusion equation based on improvised cubic B-spline collocation, finite element method and Crank-Nicolson technique." International Communications in Heat and Mass Transfer 147 (2023): 106958. https://doi.org/10.1016/j.icheatmasstransfer.2023.106958
Goh, Joan, and Ahmad Izani Md Ismail. "Cubic B-spline collocation method for one-dimensional heat and advection-diffusion equations." Journal of Applied Mathematics 2012 (2012). https://doi.org/10.1155/2012/458701
Goh, Joan, Ahmad Abd Majid, and Ahmad Izani Md Ismail. "A comparison of some splines-based methods for the one-dimensional heat equation." In Proceedings of World Academy of Science, Engineering and Technology, vol. 70, pp. 858-861. 2010.
Mohebbi, Akbar, and Mehdi Dehghan. "High-order compact solution of the one-dimensional heat and advection–diffusion equations." Applied mathematical modelling 34, no. 10 (2010): 3071-3084. https://doi.org/10.1016/j.apm.2010.01.013
Micula, Gheorghe, and Sanda Micula. Handbook of splines. Vol. 462. Springer Science & Business Media, 2012.
Schumaker, Larry. Spline functions: basic theory. Cambridge university press, 2007. https://doi.org/10.1017/CBO9780511618994
Msmali, Ahmed Hussein, Mohammad Tamsir, Neeraj Dhiman, and Mohammed A. Aiyashi. "New trigonometric B-spline approximation for numerical investigation of the regularized long-wave equation." Open Physics 19, no. 1 (2021): 758-769. https://doi.org/10.1515/phys-2021-0087
Raslan, K. R., Khalid K. Ali, M. A. Shaalan, and Hind K. Al-Jeaid. "Solutions of fluid flow problem over a generalized stretching or shrinking sheet with heat transfer using cubic and quartic B-spline collocation methods." International Journal of Applied and Computational Mathematics 8, no. 3 (2022): 91. https://doi.org/10.1007/s40819-022-01294-5
Tamsir, Mohammad, Neeraj Dhiman, Amit Chauhan, and Anand Chauhan. "Solution of parabolic PDEs by modified quintic B-spline Crank-Nicolson collocation method." Ain Shams Engineering Journal 12, no. 2 (2021): 2073-2082. https://doi.org/10.1016/j.asej.2020.08.028
Torabi, Fateme, and Reza Pourgholi. "Application of sextic B-spline collocation method for solving inverse the modified Kawahara equation." Indian Journal of Pure and Applied Mathematics 54, no. 2 (2023): 649-662. https://doi.org/10.1007/s13226-022-00283-0
Iqbal, Mudassar, Samsul Ariffin Abdul Karim, and Muhammad Sarfraz. "Construction and application of Septic B-spline tensor product scheme." Advanced Methods for Processing and Visualizing the Renewable Energy: A New Perspective from Signal to Image Recognition (2021): 101-120. https://doi.org/10.1007/978-981-15-8606-4_7
Al-Jizani, K. Hammood, N. Atinah Ahmad, and F. Subhi Fadhel. "Variational iteration method for solving Riccati matrix differential equations." Indonesian Journal of Electrical Engineering and Computer Science 5, no. 3 (2017): 673-683. https://doi.org/10.11591/ijeecs.v5.i3.pp673-683
Mohammedali, Khalid Hammood, Noor Atinah Ahmad, and Fadhel S. Fadhel. "He’s variational iteration method for solving Riccati matrix delay differential equations of variable coefficients." In AIP Conference Proceedings, vol. 1830, no. 1. AIP Publishing, 2017. https://doi.org/10.1063/1.4980892
AL-Jizani, Khalid Hammood, and Jawad Kadhim K. Al-Delfi. "An analytic solution for Riccati Matrix delay differential equation using coupled homotopy-Adomian Approach." Baghdad Science journal 19, no. 4 (2022): 0800-0800. https://doi.org/10.21123/bsj.2022.19.4.0800
AL-Jizani, Khalid Hammood, and Suhartati Suhartati. "A modification of decomposition approach for solving non-linear quadratic differential equation; Theory and application." In AIP Conference Proceedings, vol. 2658, no. 1. AIP Publishing, 2022. https://doi.org/10.1063/5.0106901
AL-Jizani, Khalid Hammood, and Ahmed Hanoon Abud. "A novelty Multi-Step Associated with Laplace Transform Semi Analytic Technique for Solving Generalized Non-linear Differential Equations." Baghdad Science Journal 20, no. 6 (2023). https://doi.org/10.21123/bsj.2023.6867
Mittal, R. C., and Geeta Arora. "Numerical solution of the coupled viscous Burgers’ equation." Communications in Nonlinear Science and Numerical Simulation 16, no. 3 (2011): 1304-1313. https://doi.org/10.1016/j.cnsns.2010.06.028