Numerical Simulation of Fuzzy Volterra Integro-differential Equation using Improved Runge-Kutta Method

Q4 Chemical Engineering
F. Rabiei, Fatin Abd Hamid, Mohammad Mehdi Rashidi, Zeeshan Ali, K. Shah, K. Hosseini, T. Khodadadi
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引用次数: 2

Abstract

In this research, fourth-order Improved Runge-Kutta method with three stages for solving fuzzy Volterra integro-differential (FVID) equations of the second kind under the concept of generalized Hukuhara differentiability is proposed. The advantage of the proposed method in this study compared with the same order classic Runge-Kutta method is, Improved Runge-Kutta (IRK) method uses a fewer number of stages in each step which causes less computational cost in total. Here, the integral part is approximated by applying the combination of Lagrange interpolation polynomials and Simpson’s rule. The numerical results are compared with some existing methods such as the fourth-order Runge-Kutta (RK) method, variational iteration method (VIM), and homotopy perturbation method (HPM) to prove the efficiency of IRK method. Based on the obtained results, it is clear that the fourth-order Improved Runge-Kutta method with higher accuracy and less number of stages which leads the less computational cost is more efficient than other existing methods for solving FVID equations.
基于改进龙格-库塔法的模糊Volterra积分-微分方程数值模拟
在广义Hukuhara可微性的概念下,提出了求解第二类模糊Volterra积分微分方程的四阶改进三阶Runge-Kutta方法。与同阶的经典龙格-库塔方法相比,改进的龙格-库塔(IRK)方法的优点是每一步使用的阶段数更少,总体计算成本更低。在这里,积分部分用拉格朗日插值多项式和辛普森法则的组合来逼近。数值结果与现有的四阶龙格-库塔法(RK)、变分迭代法(VIM)和同伦摄动法(HPM)等方法进行了比较,证明了IRK方法的有效性。结果表明,四阶改进龙格-库塔法求解FVID方程的效率高于现有的求解FVID方程的方法,该方法具有精度高、阶数少、计算成本低的特点。
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来源期刊
Applied and Computational Mechanics
Applied and Computational Mechanics Engineering-Computational Mechanics
CiteScore
0.80
自引率
0.00%
发文量
10
审稿时长
14 weeks
期刊介绍: The ACM journal covers a broad spectrum of topics in all fields of applied and computational mechanics with special emphasis on mathematical modelling and numerical simulations with experimental support, if relevant. Our audience is the international scientific community, academics as well as engineers interested in such disciplines. Original research papers falling into the following areas are considered for possible publication: solid mechanics, mechanics of materials, thermodynamics, biomechanics and mechanobiology, fluid-structure interaction, dynamics of multibody systems, mechatronics, vibrations and waves, reliability and durability of structures, structural damage and fracture mechanics, heterogenous media and multiscale problems, structural mechanics, experimental methods in mechanics. This list is neither exhaustive nor fixed.
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