Skip to main content
Log in

Fuzzy trapezoidal cubature rule and application to two-dimensional fuzzy Fredholm integral equations

  • Methodologies and Application
  • Published:
Soft Computing Aims and scope Submit manuscript

Abstract

In this paper, we construct the fuzzy trapezoidal cubature rule providing its remainder estimate for the case of Lipschitzian functions. As an application, we propose an iterative numerical method in order to approximate the solution of nonlinear fuzzy Fredholm integral equations in two variables, the fuzzy cubature rule being used in the construction of the numerical method. The convergence of the method is proved and tested through a numerical experiment, that confirms the obtained theoretical results.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Abbasbandy S, Allahviranloo T (2006) 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(1):101–110

    Article  MathSciNet  MATH  Google Scholar 

  • Abbasbandy S, Babolian E, Alavi M (2007) Numerical method for solving linear Fredholm fuzzy integral equations of the second kind. Chaos Solitons Fractals 31(1):138–146

    Article  MathSciNet  MATH  Google Scholar 

  • Babolian E, Sadeghi Goghary H, Abbasbandy S (2005) Numerical solution of linear Fredholm fuzzy integral equations of the second kind by Adomian method. Appl Math Comput 161:733–744

    MathSciNet  MATH  Google Scholar 

  • Bede B (2013) Mathematics of fuzzy sets and fuzzy logic. Springer, Berlin

    Book  MATH  Google Scholar 

  • Bede B, Gal SG (2004) Quadrature rules for integrals of fuzzy-number-valued functions. Fuzzy Sets Syst 145:359–380

    Article  MathSciNet  MATH  Google Scholar 

  • Bica AM (2007) Algebraic structures for fuzzy numbers from categorial point of view. Soft Comput 11:1099–1105

    Article  MATH  Google Scholar 

  • Bica AM (2008) Error estimation in the approximation of the solution of nonlinear fuzzy Fredholm integral equations. Inf Sci 178:1279–1292

    Article  MathSciNet  MATH  Google Scholar 

  • Bica AM, Popescu C (2014) Approximating the solution of nonlinear Hammerstein fuzzy integral equations. Fuzzy Sets Syst 245:1–17

    Article  MathSciNet  MATH  Google Scholar 

  • Dubois D, Prade H (1982) Towards fuzzy differential calculus. Part 2: integration of fuzzy intervals. Fuzzy Sets Syst 8:105–116

    Article  MATH  Google Scholar 

  • Ezzati R, Ziari S (2011) Numerical solution and error estimation of fuzzy Fredholm integral equation using fuzzy Bernstein polynomials. Aust J Basic Appl Sci 5(9):2072–2082

    Google Scholar 

  • Ezzati R, Ziari S (2013a) Numerical solution of nonlinear fuzzy Fredholm integral equations using iterative method. Appl Math Comput 225:33–42

  • Ezzati R, Ziari S (2013b) 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

  • Faborzi Araghi MA, Parandin N (2011) Numerical solution of fuzzy Fredholm integral equations by the Lagrange interpolation based on the extension principle. Soft Comput 15:2449–2456

    Article  MATH  Google Scholar 

  • Fard OS, Sanchooli M (2010) Two successive schemes for numerical solution of linear fuzzy Fredholm integral equations of the second kind. Aust J Basic Appl Sci 4:817–825

    Google Scholar 

  • Friedman M, Ma M, Kandel A (1999a) Numerical solutions of fuzzy differential and integral equations. Fuzzy Sets Syst 106:35–48

  • Friedman M, Ma M, Kandel A (1999b) Solutions to fuzzy integral equations with arbitrary kernels. Int J Approx Reason 20:249–262

  • Gal SG (2000) Approximation theory in fuzzy setting. In: Anastassiou GA (ed) Handbook of analytic-computational methods in applied mathematics, Chapter 13. Chapman & Hall/CRC Press, Boca Raton, , pp 617–666

  • Goetschel R, Voxman W (1986) Elementary fuzzy calculus. Fuzzy Sets Syst 18:31–43

    Article  MathSciNet  MATH  Google Scholar 

  • Gong Z, Wu C (2002) Bounded variation, absolute continuity and absolute integrability for fuzzy-number-valued functions. Fuzzy Sets Syst 129:83–94

    Article  MathSciNet  MATH  Google Scholar 

  • Jafarian A, Measoomy Nia S, Tavan S, Banifazel M (2012) Solving linear Fredholm fuzzy integral equations system by Taylor expansion method. Appl Math Sci 6(83):4103–4117

    MathSciNet  MATH  Google Scholar 

  • Jafarzadeh Y (2012) Numerical solution for fuzzy Fredholm integral equations with upper-bound on error by splines interpolation. Fuzzy Inf Eng 3:339–347

    Article  MathSciNet  MATH  Google Scholar 

  • Kaleva O (1987) Fuzzy differential equations. Fuzzy Sets Syst 24:301–317

    Article  MathSciNet  MATH  Google Scholar 

  • Khorasani Kiasari SM, Khezerloo M, Dogani Aghcheghloo MH (2010) Numerical solution of linear Fredholm fuzzy integral equations by modified homotopy perturbation method. Aust J Basic Appl Sci 4:6416–6423

    Google Scholar 

  • Lotfi T, Mahdiani K (2011) Fuzzy Galerkin method for solving Fredholm integral equations with error analysis. Int J Ind Math 3(4):237–249

    Google Scholar 

  • Molabahrami A, Shidfar A, Ghyasi A (2011) An analytical method for solving linear Fredholm fuzzy integral equations of the second kind. Comput Math Appl 61:2754–2761

    Article  MathSciNet  MATH  Google Scholar 

  • Mordeson J, Newman W (1995) Fuzzy integral equations. Inf Sci 87:215–229

    Article  MathSciNet  MATH  Google Scholar 

  • Otadi M (2011) Numerical solution of fuzzy integral equations using Bernstein polynomials. Aust J Basic Appl Sci 5(7):724–728

    Google Scholar 

  • Parandin N, Faborzi Araghi MA (2010) 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

    Article  MATH  Google Scholar 

  • Park JY, Jeong JU (2000) On the existence and uniqueness of solutions of fuzzy Volterra–Fredholm integral equations. Fuzzy Sets Syst 115:425–431

    Article  MathSciNet  MATH  Google Scholar 

  • Park JY, Lee SY, Jeong JU (2000) The approximate solutions of fuzzy functional integral equations. Fuzzy Sets Syst 110:79–90

    Article  MathSciNet  MATH  Google Scholar 

  • Rivaz A, Yousefi F (2012) Modified homotopy perturbation method for solving two-dimensional fuzzy Fredholm integral equation. Int J Appl Math 25(4):591–602

    MathSciNet  MATH  Google Scholar 

  • Rivaz A, Yousefi F (2013) Kernel iterative method for solving two-dimensional fuzzy Fredholm integral equations of the second kind. J Fuzzy Set Valued Anal, article ID 00146

  • Sadatrasoul SM, Ezzati R (2014a) Quadrature rules and iterative method for numerical solution of two-dimensional fuzzy integral equations. Abstr Appl Anal, article ID 413570

  • Sadatrasoul SM, Ezzati R (2014b) Iterative method for numerical solution of two-dimensional nonlinear fuzzy integral equations. Fuzzy Sets Syst. doi:10.1016/j.fss.2014.12.008

  • Sadeghi Goghary H, Sadeghi Goghary M (2006) Two computational methods for solving linear Fredholm fuzzy integral equation of the second kind. Appl Math Comput 182:791–796

    MathSciNet  MATH  Google Scholar 

  • Seikkala S (1987) On the fuzzy initial value problem. Fuzzy Sets Syst 24:319–330

    Article  MathSciNet  MATH  Google Scholar 

  • Vali MA, Agheli MJ, Gohari Nezhad G (2014) Homotopy analysis method to solve two-dimensional fuzzy Fredholm integral equation. Gen Math Notes 22(1):31–43

    Google Scholar 

  • Wu C, Cong Wu (1997) The supremum and infimum of the set of fuzzy numbers and its applications. J Math Anal Appl 210:499–511

    Article  MathSciNet  MATH  Google Scholar 

  • Wu C, Gong Z (2001) On Henstock integral of fuzzy-number-valued functions (I). Fuzzy Sets Syst 120:523–532

    Article  MathSciNet  MATH  Google Scholar 

  • Ziari S, Ezzati R, Abbasbandy S (2012) Numerical solution of linear fuzzy Fredholm integral equations of the second kind using fuzzy Haar wavelet. Commun Comput Inf Sci 299 CCIS (Part 3):79–89

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Constantin Popescu.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Research involving human participants and/or animals

The authors declare that their research does not involve human participants and/or animals.

Informed consent

Not applicable.

Additional information

Communicated by V. Loia.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bica, A.M., Popescu, C. Fuzzy trapezoidal cubature rule and application to two-dimensional fuzzy Fredholm integral equations. Soft Comput 21, 1229–1243 (2017). https://doi.org/10.1007/s00500-015-1856-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00500-015-1856-5

Keywords

Navigation