Abstract
In this paper, a generalized fuzzy barycentric Lagrange interpolation method is proposed to solve two-dimensional fuzzy fractional Volterra integral equations. Firstly, we use the generalized Gronwall inequality and iterative methods to demonstrate the existence and uniqueness of solutions to the original equation. Secondly, combining the generalized fuzzy interpolation method and the fuzzy Gauss-Jacobi quadrature formula to discretize the original equation into corresponding algebraic equations in fuzzy environment. Then, the convergence of the proposed method is analyzed, and an error estimate is given based on the uniform continuity modulus. Finally, some numerical experiments show that the proposed method has high numerical accuracy for both smooth and non-smooth solutions.
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References
Agarwal, R.P., Arshad, S., O’Regan, D., Lupulescu, V.: Fuzzy fractional integral equations under compactness type condition. Fract. Calc. Appl. Anal. 15(4), 572–590 (2012)
Agarwal, R.P., Baleanu, D., Nieto, J.J., Torres, D.F., Zhou, Y.: A survey on fuzzy fractional differential and optimal control nonlocal evolution equations. J. Comput. Appl. Math. 339, 3–29 (2018)
Agarwal, R.P., Lakshmikantham, V., Nieto, J.J.: On the concept of solution for fractional differential equations with uncertainty. Nonlinear Anal. 72(6), 2859–2862 (2010)
Agrawal, O.P.: A general formulation and solution scheme for fractional optimal control problems. Nonlinear Dyn. 38(1), 323–337 (2004)
Ahmad, N., Ullah, A., Ullah, A., Ahmad, S., Shah, K., Ahmad, I.: On analysis of the fuzzy fractional order Volterra-Fredholm integro-differential equation. Alex. Eng. J. 60(1), 1827–1838 (2021)
Ahmad, S., Ullah, A., Shah, K., Salahshour, S., Ahmadian, A., Ciano, T.: Fuzzy fractional-order model of the novel coronavirus. Adv. Differ. Equ. 2020(1), 1–17 (2020)
Ahmadian, A., Ismail, F., Salahshour, S., Baleanu, D., Ghaemi, F.: Uncertain viscoelastic models with fractional order: a new spectral tau method to study the numerical simulations of the solution. Commun. Nonlinear Sci. Numer. Simul. 53, 44–64 (2017)
Ahmadian, A., Salahshour, S., Baleanu, D., Amirkhani, H., Yunus, R.: Tau method for the numerical solution of a fuzzy fractional kinetic model and its application to the oil palm frond as a promising source of xylose. J. Comput. Phys. 294, 562–584 (2015)
Ahmadian, A., Salahshour, S., Chan, C.S.: Fractional differential systems: a fuzzy solution based on operational matrix of shifted Chebyshev polynomials and its applications. IEEE T. Fuzzy Syst. 25(1), 218–236 (2016)
Ahmadian, A., Suleiman, M., Salahshour, S., Baleanu, D.: A Jacobi operational matrix for solving a fuzzy linear fractional differential equation. Adv. Differ. Equ. 2013(1), 1–29 (2013)
Alderremy, A., Gómez-Aguilar, J., Aly, S., Saad, K.M.: A fuzzy fractional model of coronavirus (COVID-19) and its study with Legendre spectral method. Results Phys. 21, 103773 (2021)
Alijani, Z., Baleanu, D., Shiri, B., Wu, G.C.: Spline collocation methods for systems of fuzzy fractional differential equations. Chaos Soliton. Fract. 131, 109510 (2020)
Alikhani, R., Bahrami, F.: Global solutions for nonlinear fuzzy fractional integral and integrodifferential equations. Commun. Nonlinear Sci. Numer. Simul. 18(8), 2007–2017 (2013)
Allahviranloo, T., Armand, A., Gouyandeh, Z.: Fuzzy fractional differential equations under generalized fuzzy Caputo derivative. J. Intell. Fuzzy Syst. 26(3), 1481–1490 (2014)
Arshad, S., Lupulescu, V.: On the fractional differential equations with uncertainty. Nonlinear Anal. 74(11), 3685–3693 (2011)
Azhar, N., Iqbal, S.: Solution of fuzzy fractional order differential equations by fractional Mellin transform method. J. Comput. Appl. Math. 400, 113727 (2022)
Balasubramaniam, P., Muthukumar, P., Ratnavelu, K.: Theoretical and practical applications of fuzzy fractional integral sliding mode control for fractional-order dynamical system. Nonlinear Dyn. 80(1), 249–267 (2015)
Berrut, J.P., Trefethen, L.N.: Barycentric lagrange interpolation. SIAM Rev. 46(3), 501–517 (2004)
Bica, A.M.: Algebraic structures for fuzzy numbers from categorial point of view. Soft Comput. 11, 1099–1105 (2007)
Bica, A.M., Ziari, S., Satmari, Z.: An iterative method for solving linear fuzzy fractional integral equation. Soft Comput. 26(13), 6051–6062 (2022)
Bidari, A., Saei, F.D., Baghmisheh, M., Allahviranloo, T.: A new Jacobi Tau method for fuzzy fractional Fredholm nonlinear integro-differential equations. Soft Comput. 25(8), 5855–5865 (2021)
Dehghan, M., Hamedi, E.A., Khosravian-Arab, H.: A numerical scheme for the solution of a class of fractional variational and optimal control problems using the modified Jacobi polynomials. J. Vib. Control 22(6), 1547–1559 (2016)
Deng, T., Huang, J., Wen, X., Liu, H.: Discrete collocation method for solving two-dimensional linear and nonlinear fuzzy Volterra integral equations. Appl. Numer. Math. 171, 389–407 (2022)
Dong, N.P., Long, H.V., Giang, N.L.: The fuzzy fractional SIQR model of computer virus propagation in wireless sensor network using Caputo Atangana-Baleanu derivatives. Fuzzy Sets Syst. 429, 28–59 (2022)
Hanyga, A.: Wave propagation in media with singular memory. Mathe. Comput. Model. 34(12–13), 1399–1421 (2001)
Hou, D., Lin, Y., Azaiez, M., Xu, C.: A müntz-collocation spectral method for weakly singular Volterra integral equations. J. Sci. Comput. 81(3), 2162–2187 (2019)
Keshavarz, M., Allahviranloo, T.: Fuzzy fractional diffusion processes and drug release. Fuzzy Sets Syst. 436, 82–101 (2022)
Keshavarz, M., Qahremani, E., Allahviranloo, T.: Solving a fuzzy fractional diffusion model for cancer tumor by using fuzzy transforms. Fuzzy Sets Syst. 443, 198–220 (2022)
Kulish, V.V., Lage, J.L.: Application of fractional calculus to fluid mechanics. J. Fluids Eng. 124(3), 803–806 (2002)
Kumar, S., Gupta, V.: An application of variational iteration method for solving fuzzy time-fractional diffusion equations. Neural Comput. Appl. 33, 17659–17668 (2021)
Kumar, S., Gupta, V.: An approach based on fractional-order Lagrange polynomials for the numerical approximation of fractional order non-linear Volterra-Fredholm integro-differential equations. J. Appl. Math. Comput. 69(1), 251–272 (2023)
Kumar, S., Nieto, J.J., Ahmad, B.: Chebyshev spectral method for solving fuzzy fractional Fredholm-Volterra integro-differential equation. Math. Comput. Simul. 192, 501–513 (2022)
Ma, Z., Huang, C.: An hp-version fractional collocation method for Volterra integro-differential equations with weakly singular kernels. Numer. Algorithms 92(4), 2377–2404 (2023)
Magin, R.L.: Fractional calculus models of complex dynamics in biological tissues. Comput. Math. Appl. 59(5), 1586–1593 (2010)
Mazandarani, M., Kamyad, A.V.: Modified fractional Euler method for solving fuzzy fractional initial value problem. Commun. Nonlinear Sci. Numer. Simul. 18(1), 12–21 (2013)
Moi, S., Biswas, S., Sarkar, S.P.: A Lagrange spectral collocation method for weakly singular fuzzy fractional Volterra integro-differential equations. Soft Comput. 27(8), 4483–4499 (2023)
Ngo, V.H.: Fuzzy fractional functional integral and differential equations. Fuzzy Sets Syst. 280(C), 58–90 (2015)
Pandey, P., Singh, J.: An efficient computational approach for nonlinear variable order fuzzy fractional partial differential equations. Comput. Appl. Math. 41, 1–21 (2022)
Salahshour, S., Allahviranloo, T., Abbasbandy, S.: Solving fuzzy fractional differential equations by fuzzy Laplace transforms. Commun. Nonlinear Sci. Numer. Simul. 17(3), 1372–1381 (2012)
Sene, N.: SIR epidemic model with Mittag-Leffler fractional derivative. Chaos Solit. Fractals 137, 109833 (2020)
Shabestari, M.R.M., Ezzati, R., Allahviranloo, T.: Numerical solution of fuzzy fractional integro-differential equation via two-dimensional Legendre wavelet method. J. Intell. Fuzzy Syst. 34(4), 2453–2465 (2018)
Shabestari, R.M., Ezzati, R., Allahviranloo, T.: Solving fuzzy Volterra integrodifferential equations of fractional order by Bernoulli wavelet method. Adv. Fuzzy Syst. 2018, 1–11 (2018)
Vu, H., Van Hoa, N.: Applications of contractive-like mapping principles to fuzzy fractional integral equations with the kernel \(\psi \)-functions. Soft Comput. 24(24), 18841–18855 (2020)
Vu, H., Van Hoa, N.: Hyers-Ulam stability of fuzzy fractional volterra integral equations with the kernel \(\psi \)-function via successive approximation method. Fuzzy Sets Syst. 419, 67–98 (2021)
Wang, X., Luo, D., Zhu, Q.: Ulam-Hyers stability of caputo type fuzzy fractional differential equations with time-delays. Chaos Solit. Fractals 156, 111822 (2022)
Yang, Z., Wang, J., Yuan, Z., Nie, Y.: Using Gauss-Jacobi quadrature rule to improve the accuracy of FEM for spatial fractional problems. Numer. Algorithms 69, 1389–1411 (2022)
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The authors are very grateful to the reviewers for their detailed comments and valuable suggestions, which improved the paper.
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This work was partially supported by the financial support from the National Natural Science Foundation of China (12101089).
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Deng, T., Huang, J., Wang, Y. et al. A generalized fuzzy barycentric Lagrange interpolation method for solving two-dimensional fuzzy fractional Volterra integral equations. Numer Algor (2024). https://doi.org/10.1007/s11075-024-01814-y
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DOI: https://doi.org/10.1007/s11075-024-01814-y