SOLVING FREDHOLM INTEGRAL EQUATIONS USING
BEES ALGORITHM BASED ON CHEBYSHEV POLYNOMIALS

Abstract

An approximate solution of the Fredholm integral equations (FIEs) of the second kind is obtained. The equations are converted into an unconstrained optimization problem. In this paper, an algorithm (BAC) for solving the Fredholm integral equations (FIEs), with a combination of Bees algorithm and Chebyshev polynomials, is presented. Chebyshev polynomials are first formulated, with undetermined coefficients, as an approximate solution of FIEs. These polynomials are replaced by the unknown function in the given Fredholm equation. The algorithm is in turn calculating the coefficients. Numerical examples are employed to approve the validity and the applicability of the proposed algorithm and the results are compared to the exact solution. The results show the efficiency and accuracy of the proposed algorithm to solve Fredholm integral equations (FIEs).

Citation details of the article



Journal: International Journal of Applied Mathematics
Journal ISSN (Print): ISSN 1311-1728
Journal ISSN (Electronic): ISSN 1314-8060
Volume: 35
Issue: 6
Year: 2022

DOI: 10.12732/ijam.v35i6.4

Download Section



Download the full text of article from here.

You will need Adobe Acrobat reader. For more information and free download of the reader, please follow this link.

References

  1. [1] D.T. Pham, Afshin Ghanbarzadeh, E. Ko¸c, S. Otri, S. Rahim and M. Zaidi, The Bees Algorithm — A Novel Tool for Complex Optimisation Problems, Ser. Intelligent Production Machines and Systems, Elsevier (2006).
  2. [2] E.S. Shoukralla, A numerical method for solving Fredholm integral equations of the first kind with logarithmic kernels and singular unknown functions, International Journal of Applied and Computational Mathematics, 6, No 6 (2020), 1-14; doi:10.1007/s40819-020-00923-1.
  3. [3] F.M. Al-saar, K.P. Ghadle and P.A. Pathade, The approximate solutions of Fredholm integral equations by Adomian decomposition method and its modification, International Journal of Mathematics and its Applications, 6, No 2-A (2008), 327-336.
  4. [4] G. Yavuz, B. Durmu¸s and D. Aydın, Artificial bee colony algorithm with distant savants for constrained optimization, Applied Soft Computing, 116 (2022), Art. 108343; doi:10.1016/j.asoc.2021.108343.
  5. [5] J. Biazar and H. Ebrahimi, Variational iteration method for Fredholm integral equations of the second kind, Iranian Journal of Optimization, 1, No 1 (2009), 11-17.
  6. [6] J. Kennedy and R.C. Eberhart, Swarm Intelligence, Elsevier (2001).
  7. [7] J.C. Mason and D.C. Handscomb, Chebyshev Polynomials, Chapman and Hall/CRC (2002).
  8. [8] J. Xie and J. Qiu, A novel numerical integration method based on artificial bee colony algorithm, In: 2012 International Conference on Control Engineering and Communication Technology, IEEE (2012), 531-534.
  9. [9] K. Nemati, S. Mariyam Shamsuddin and M. Darus, Solving initial and boundary value problems using learning automata particle swarm optimization, Engineering Optimization, 47, No 5 (2015), 656-673; doi:10.1080/0305215X.2014.914190.
  10. [10] L. Fox and I. Bax Parker, Chebyshev Polynomials in Numerical Analysis, Oxford (1968).
  11. [11] M. Jaberipour, E. Khorram and B. Karimi, Particle swarm algorithm for solving systems of nonlinear equations, Computers & Mathematics with Applications, 62, No 2 (2011), 566-576; doi:10.1016/j.camwa.2011.05.031.
  12. [12] M.-Y. Cheng and L.-C. Lien, Hybrid artificial intelligence-based PBA for benchmark functions and facility layout design optimization, Journal of Computing in Civil Engineering, 26, No 5 (2012), 612-624; doi:10.1061/(ASCE)CP.1943-5487.0000163.
  13. [13] M. Mohammad, A numerical solution of Fredholm integral equations of the second kind based on tight framelets generated by the oblique extension principle, Symmetry, 11, No 7 (2019), Art. 854; doi:10.3390/sym11070854.
  14. [14] N. Hayder Abdul Ameer, Finger print Feature Extraction Using Hybrid Approach: QPSO and Bees Algorithms Based on 3D Logistic Map, Journal of Al-Qadisiyah for Computer Science and Mathematics, 9, No 2 (2017), 56-68.
  15. [15] P. Huabsomboon, B. Novaprateep and H. Kaneko, On Taylor-series expansion methods for the second kind integral equations, Journal of Computational and Applied Mathematics, 234, No 5 (2010), 1466-1472; doi:10.1016/j.cam.2010.02.023.
  16. [16] T.I. Hassan and N.A. Sulaiman, Numerical solution of Fredholm integral equation of the first kind with degenerated kernel by using Hermite polynomial, Journal of Education and Science, 18, No 4 (2006), 63-73.
  17. [17] A.-M. Wazwaz, Linear and Nonlinear Integral Equations, Springer (2011).
  18. [18] Y. Liu, Application of the Chebyshev polynomial in solving Fredholm integral equations, Mathematical and Computer Modelling, 50, No 3-4 (2009), 465-469.
  19. [19] Y. Ren, Bo Zhang and H. Qiao, A simple Taylor-series expansion method for a class of second kind integral equations, Journal of Computational and Applied Mathematics, 110, No 1 (1999), 15-24.