THERMAL SCIENCE

International Scientific Journal

A NEW METHOD FOR NUMERICAL SOLUTION OF WAVE EQUATION IN HYPERBOLIC MODEL BASED ON STOCHASTIC SIMULATION

ABSTRACT
The objective of this paper is to examine the numerical solution of the wave equation. The wave equation is discretized by means of the implicit difference method, thereby yielding a large sparse system of linear algebraic equations (AU = b). Subsequently, the Jacobi over-relaxation iterative method is employed to transform it into the form of U = LU + f. The Monte Carlo method is employed to solve this system of equations. A particular instance substantiates the efficacy of this approach in approximating the exact solution with a reasonable degree of accuracy when solving the numerical solution of the wave equation, thus offering a novel methodology for the numerical solution of hyperbolic models.
KEYWORDS
PAPER SUBMITTED: 2024-03-15
PAPER REVISED: 2025-08-08
PAPER ACCEPTED: 2025-08-14
PUBLISHED ONLINE: 2026-04-12
DOI REFERENCE: https://doi.org/10.2298/TSCI2602117T
CITATION EXPORT: view in browser or download as text file
THERMAL SCIENCE YEAR 2026, VOLUME 30, ISSUE No. 2, PAGES [1117 - 1123]
REFERENCES
[1] He, J.-H., et al. A Good Initial Guess for Approximating Nonlinear Oscillators by the Homotopy Perturbation Method, Facta Universitatis - Series Mechanical Engineering, 21 (2023), 1, pp. 21-29
[2] He, C. H., El-Dib, Y. O., A Heuristic Review on the Homotopy Perturbation Method for Non-Conservative Oscillators, J. Low Freq. N. A. 41 (2022), 2, pp. 572-603
[3] Moussa, B., et al. Homotopy Perturbation Method to Solve Duffing - Van der Pol Equation, Advances in Differential Equations and Control Processes, 31 (2024), 3, pp. 299-315
[4] Alshomrani, N. A. M., et al., Homotopy Perturbation Method for Solving a Nonlinear System for an Epidemic, Advances in Differential Equations and Control Processes, 31 (2024), 3, pp. 347-355
[5] Anjum, N., et al., Variational Iteration Method for Prediction of the Pull-in Instability Condition of Micro/Nanoelectromechanical Systems, Physical Mesomechanics 26 (2023), 3, pp. 241-250
[6] Anjum, N., He, J.-H., Laplace Transform: Making the Variational Iteration Method Easier, Applied Mathematics Letters, 92 (2019), June, pp. 134-138
[7] He, C. H., et al., Taylor Series Solution for Fractal Bratu-Type Equation Arising in Electrospinning Process, Fractals, 28 (2020), 2050011
[8] Liu, Y. P., et al., A fast and Accurate Estimation of Amperometric Current Response in Reaction Kinetics, Journal of Electroanalytical Chemistry, 978 (2025), 118884
[9] He, J.-H. An Old Babylonian Algorithm and Its Modern Applications, Symmetry 16 (2024), 1467
[10] He, J.-H., Wu, X. H., Exp-Function Method for Nonlinear Wave Equations, Chaos, Solitons and Fractals, 30 (2006), 3, pp. 700-708
[11] Tian, Y., et al., A Variational Principle of an Electrohydrodynamic Fluid, Modern Physics Letters A, 40 (2025), 2450223
[12] Tian, Y., Shao, Y. B., Mini-Review on Periodic Properties of MEMS Oscillators, Frontiers in Physics, 12 (2024), 1498185
[13] Zhang, J. G., et al., Application of He's Frequency Formula to Nonlinear Oscillators with Generalized Initial Conditions, Facta Universitatis - Series Mechanical Engineering, 21 (2023), 4, pp. 701-712
[14] Farnoosh, R., Ebrahimi, M., Monte Carlo Method via a Numerical Algorithm to Solve a Parabolic Problem, Applied Mathematics and Computation, 190 (2007), 2, pp. 1593-1601
[15] Sun, Z. Z., Numerical Solution of Partial Differential Equations (in Chinese), 1st ed., Science Press, Bei Jing, China, 2005

© 2026 Society of Thermal Engineers of Serbia. Published by the VinĨa Institute of Nuclear Sciences, National Institute of the Republic of Serbia, Belgrade, Serbia. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International licence