Abstract
In this paper, the successive approximations technique based on the trapezoidal quadrature rule is used for solving the fuzzy Fredholm-Volterra integral equations in two dimensions. We first present the way to approximate the value of the integral of any fuzzy-valued function based on the quadrature rule, that can be sequentially applied to evaluate the multiple integral. The convergence of the method will be investigated by giving error bounds for the approximate solution. Finally, a numerical experiment is included to demonstrate that the numerical results are consistent with the theoretical results.
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References
Abbasbandy, S., Allahviranloo, T.: The Adomian decomposition method applied to the fuzzy system of Fredholm integral equations of the second kind. Int. J. Uncertain Fuzziness Knowl. Based Syst. 14, 101–110 (2006)
Abbasbandy, S., Babolian, E., Alavi, M.: Numerical method for solving linear Fredholm fuzzy integral equations of the second kind. Chaos Solitons Fractals 31(1), 138–146 (2007)
Akhavan Zakeri, K., Ziari, S., Fariborzi Araghi, M.A., Perfilieva, I.: Efficient numerical solution to a bivariate nonlinear fuzzy Fredholm integral equation. IEEE Trans. Fuzzy Syst. (2019). https://doi.org/10.1109/TFUZZ.2019.2957100
Anastassiou, G.A.: Fuzzy Math.: Approx. Theory. Springer, Berlin (2010)
Attari, H., Yazdani, Y.: A computational method for for fuzzy Volterra-Fredholm integral equations. Fuzzy Inf. Eng. 2, 147–156 (2011)
Baghmisheh, M., Ezzati, R.: Numerical solution of nonlinear fuzzy Fredholm integral equations of the second kind using hybrid of block-pulse functions and Taylor series. Adv. Diff. Equ. (2015). https://doi.org/10.1186/s13662-015-0389-7
Baghmisheh, M., Ezzati, R.: Error estimation and numerical solution of nonlinear fuzzy Fredholm integral equations of the second kind using triangular functions. J. Intell. Fuzzy Syst. 30(2), 639–649 (2016)
Balachandran, K., Parkash, P., Kanagarajan, K.: Existence of solutions of nonlinear fuzzy Volterra-Fredholm integral equations. Ind. J. Pure Appl. Math. 3, 329–343 (2002)
Balachandran, K., Kanagarajan, K.: Existence of solutions of general nonlinear fuzzy Volterra-Fredholm integral equations. J. Appl. Math. Stoch. Anal. 3, 333–343 (2005)
Barkhordari Ahmadi, M., Khezerloo, M.: Fuzzy bivariate Chebyshev method for solving fuzzy Volterra-Fredholm integral equations. Int. J. Ind. Math. 3(2), 67–77 (2011)
Bede, B., Gal, S.G.: Quadrature rules for integrals of fuzzy-number-valued functions. Fuzzy Sets Syst. 145, 359–380 (2004)
Behzadi, S.S., Allahviranloo, T., Abbasbandy, S.: The use of fuzzy expansion method for solving fuzzy linear Volterra-Fredholm integral equations. J. Intell. Fuzzy Syst, 26(4), 1817–1822 (2014)
Bica, A.M.: Error estimation in the approximation of the solution of nonlinear fuzzy Fredholm integral equations. Inf. Sci. 178, 1279–1292 (2008)
Bica, A.M., Popescu, C.: Approximating the solution of nonlinear Hammerstein fuzzy integral equations. Fuzzy Sets Syst. 245, 1–17 (2014)
Bica, A.M., Popescu, C.: Iterative numerical method for nonlinear fuzzy Volterra integral equations. J. Intell. Fuzzy Syst. 32(3), 1639–1648 (2017)
Bica, A.M., Popescu, C.: Fuzzy trapezoidal cubature rule and application to two-dimensional fuzzy Fredholm integral equations. Soft Comput. 21(5), 1229–1243 (2017)
Bica, A.M., Ziari, S.: Iterative numerical method for solving fuzzy Volterra linear integral equations in two dimensions. Soft Comput. 21(5), 1097–1108 (2017)
Bica, A.M., Ziari, S.: Open fuzzy cubature rule with application to nonlinear fuzzy Volterra integral equations in two dimensions. Fuzzy Sets Syst. 358, 108–131 (2018)
Dubois, D., Prade, H. (1987). Fuzzy numbers: an overview. In: Analysis of Fuzzy Information, vol. 1, pp. 3–39 CRC Press, BocaRaton
Ezzati, R., Ziari, S.: Numerical solution and error estimation of fuzzy Fredholm integral equation using fuzzy Bernstein polynomials. Aust. J. Basic. Appl. Sci. 5(9), 2072–2082 (2011)
Ezzati, R., Ziari, S.: Numerical solution of nonlinear fuzzy Fredholm integral equations using iterative method. Appl Math. Comput. 225, 33–42 (2013a)
Ezzati, R., Ziari, S.: Numerical solution of two-dimensional fuzzy Fredholm integral equations of the second kind using fuzzy bivariate Bernstein polynomials. Int. J. Fuzzy Syst. 15(1), 84–89 (2013b)
Ezzati, R., Sadatrasoul, S.M.: Application of bivariate fuzzy Bernstein polynomials to solve two-dimensional fuzzy integral equations. Soft Comput. 21(14), 3879–3889 (2017)
Fariborzi Araghi, M.A., Parandin, N.: Numerical solution of fuzzy Fredholm integral equations by the Lagrange interpolation based on the extension principle. Soft Comput. 15, 2449–2456 (2011)
Friedman, M., Kandel, A., Ming, M.: Solutions to fuzzy integral equations with arbitrary kernels. Int. J. Approx. Reason 20, 249–262 (1999b)
Gal, S.G.: Approximation theory in fuzzy setting. In: Anastassiou, G.A. (ed.) Handbook of Analytic-Computational Methods in Applied Mathematics, pp. 617–666 (2000). Chapman & Hall/CRC Press, Boca Raton (Chapter 13)
Kaleva, O.: Fuzzy differential equations. Fuzzy Sets Syst. 24, 301–317 (1987)
Karamseraji, S., Ezzati, R., Ziari, S.: Fuzzy bivariate triangular functions with application to nonlinear fuzzy Fredholm-Volterra integral equations in two dimensions. Soft Comput. 24, 9091–9103 (2020)
Mokhtarnejad, F., Ezzati, R.: The numerical solution of nonlinear Hammerstein fuzzy integral equations by using fuzzy wavelet like operator. J. Intell. Fuzzy Syst. 28(4), 1617–1626 (2015)
Molabahrami, A., Shidfar, A., Ghyasi, A.: An analytical method for solving linear Fredholm fuzzy integral equations of the second kind. Comput. Math. Appl. 61, 2754–2761 (2011)
Mordeson, J., Newman, W.: Fuzzy integral equations. Inf. Sci. 87, 215–229 (1995)
Nieto, J.J., Rodriguez-Lopez, R.: Bounded solutions of fuzzy differential and integral equations. Chaos Solitons & Fractals 27, 1376–1386 (2006)
Nouriani, H., Ezzati, R.: Numerical solution of two-dimensional linear fuzzy Fredholm integral equations by the fuzzy Lagrange interpolation. Adv. Fuzzy Syst. 2018, 8 (2018)
Nouriani, H., Ezzati, R.: Application of fuzzy bicubic splines interpolation for solving two-dimensional linear fuzzy Fredholm integral equations. Int. J. Ind. Math. 11, 131–142 (2019)
Parandin, N., Fariborzi Araghi, M.A.: The numerical solution of linear fuzzy Fredholm integral equations of the second kind by using finite and divided differences methods. Soft Comput. 15, 729–741 (2010)
Park, J.Y., Han, H.K.: Existence and uniqueness theorem for a solution of fuzzy Volterra integral equations. Fuzzy Sets Syst. 105, 481–488 (1999a)
Park, J.Y., Jeong, J.U.: A note on fuzzy integral equations. Fuzzy Sets Syst. 108, 193–200 (1999b)
Park, J.Y., Jeong, J.U.: On the existence and uniqueness of solutions of fuzzy Volterra-Fredholm integral equations. Fuzzy Sets Syst. 115, 425–431 (2000)
Park, J.Y., Lee, S.Y., Jeong, J.U.: The approximate solutions of fuzzy functional integral equations. Fuzzy Sets Syst. 110, 79–90 (2000)
Rivaz, A., Yousefi, F., Salehinejad, H.: Using block pulse functions for solving two-dimensional fuzzy Fredholm integral equations of the second kind. Int. J. Appl. Math. 25(4), 571–582 (2012)
Sadatrasouland, S.M., Ezzati, R.: Quadrature rules and iterative method for numerical solution of two-dimensional fuzzy integral equations. Abs. Appl. Anal. (2014) Article ID 413570
Sadatrasoul, S.M., Ezzati, R.: Iterative method for numerical solution of two-dimensional nonlinear fuzzy integral equations. Fuzzy Sets Syst. 280, 91–106 (2015)
Sadatrasouland, S.M., Ezzati, R.: Numerical solution of two-dimensional nonlinear Hammerstein fuzzy integral equations based on optimal fuzzy quadrature formula. J. Comput. Appl. Math. 292(15), 430–446 (2016)
Samadpour Khalifeh Mahaleh, V., Ezzati, R.: Numerical solution of linear fuzzy Fredholm integral equations of second kind using iterative method and midpoint quadrature formula. J. Intell. Fuzzy Syst. 33, 1293–1302 (2017)
Samadpour Khalifeh Mahaleh, V., Ezzati, R.: Numerical solution of two dimensional nonlinear fuzzy Fredholm integral equations of second kind using hybrid of Block-Pulse functions and Bernstein polynomials. Filomat 32, 4923–4935 (2018)
Seikkala, S.: On the fuzzy initial value problem. Fuzzy Sets Syst. 24, 319–330 (1987)
Seifi, A., Lotfi, T., Allahviranloo, T.: A new efficient method using Fibonacci polynomials for solving of first-order fuzzy Fredholm-Volterra integro-differential equations. Soft Comput. 23, 9777–9791 (2019)
Vali, M.A., Agheli, M.J., Gohari Nezhad, G.: Homotopy analysis method to solve two-dimensional fuzzy Fredholm integral equation. Gen. Math. Notes 22(1), 31–43 (2014)
Wu, C., Song, S., Wang, H.: On the basic solutions to the generalized fuzzy integral equation. Fuzzy Sets Syst. 95, 255–260 (1998)
Ziari, S., Bica, A.M.: New error estimate in the iterative numerical method for nonlinear fuzzy Hammerstein-Fredholm integral equations. Fuzzy Sets Syst. 295, 136–152 (2016)
Ziari, S., Ezzati, R., Abbasbandy, S.: Numerical solution of linear fuzzy Fredholm integral equations of the second kind using fuzzy Haar wavelet. In: Greco, S., Bouchon-Meunier, B., Coletti, G., Fedrizzi, M., Matarazzo, B., Yager, R.R. (eds.) Advances in Computational Intelligence. IPMU 2012. Communications in Computer and Information Science, vol 299. Springer, Berlin, Heidelberg (2012). https://doi.org/10.1007/978-3-642-31718-7_9
Ziari, S., Ezzati, R. (2016). Fuzzy block-pulse functions and its application to solve linear fuzzy Fredholm integral equations of the second kind. In: Carvalho, J., Lesot, M.J., Kaymak, U., Vieira, S., Bouchon-Meunier, B., Yager, R. (eds.) Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2016. Communications in Computer and Information Science, vol. 611. Springer, Cham. https://doi.org/10.1007/978-3-319-40581-0_67
Ziari, S.: Iterative method for solving two-dimensional nonlinear fuzzy integral equations using fuzzy bivariate block-pulse functions with error estimation. Iran J. Fuzzy Syst. 15(1), 55–76 (2018)
Ziari, S.: Towards the accuracy of iterative numerical methods for fuzzy Hammerstein-Fredholm integral equations. Fuzzy Sets Syst. 375, 161–178 (2019)
Ziari, S., Perfilieva, I., Abbasbandy, S.: Block-pulse functions in the method of successive approximations for nonlinear fuzzy Fredholm integral equations. Differ. Equ. Dyn. Syst. (2019). https://doi.org/10.1007/s12591-019-00482-y
Ziari, S., Bica, A.M.: An iterative numerical method to solve nonlinear fuzzy Volterra-Hammerstein integral equations. J. Intell. Fuzzy Syst. 37(5), 6717–6729 (2019)
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Ziari, S., Bica, A.M., Ezzati, R. (2022). Successive Approximations Method for Fuzzy Fredholm-Volterra Integral equations of the Second Kind. In: Allahviranloo, T., Salahshour, S. (eds) Advances in Fuzzy Integral and Differential Equations. Studies in Fuzziness and Soft Computing, vol 412. Springer, Cham. https://doi.org/10.1007/978-3-030-73711-5_9
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