Araştırma Makalesi

On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations

Cilt: 5 Sayı: 4 30 Aralık 2021
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On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations

Öz

In this paper. a matrix-free method for solving large-scale system of nonlinear equations is presented. The method is derived via quasi-Newton approach, where the approximation to the Broyden's update is sufficiently done by constructing diagonal matrix using acceleration parameter. A fascinating feature of the method is that it is a matrix-free, so is suitable for solving large-scale problems. Furthermore, the convergence analysis and preliminary numerical results that is reported using a benchmark test problems, shows that the method is promising.

Anahtar Kelimeler

Kaynakça

  1. [1] R.P. Agarwal, B. Xu and W. Zhang, Stability of functional equations in single variable, J. Math. Anal. Appl., 288 (2003), 852-869.
  2. [2] J.A. Baker, The stability of certain functional equations, Proc. Amer. Math. Soc., 112 (1991), 729-732.
  3. [3] A.S. Halilu and M.Y. Waziri, An improved derivative-free method via double direction approach for solving systems of nonlinear equations, J. of the Ramanujan Math. Soc., 33 (2018), 75-89.
  4. [4] J.E. Dennis and J.J. More, A characterization of superlinear convergence and its application to quasi-Newton methods, Math. Comp., 28 (1974), 549-560.
  5. [5] M. Mamat, K. Muhammad and M.Y. Waziri, Trapezoidal Broyden's method for solving systems of nonlinear equations, Appl. Math. Sci., 6 (2014), 251-260.
  6. [6] C.G. Broyden, A class of methods for solving nonlinear simultaneous equations, Math. Comput., 19 (1965), 577-593.
  7. [7] M.Y. Waziri, Y.M. Kufena, and A.S. Halilu, Derivative-free three-term spectral conjugate gradient method for symmetric nonlinear equations, Thai J. Math., 18 (2020), 1417-1431.
  8. [8] M. Ziani and H.F. Guyomarch, An autoadaptative limited memory Broyden's method to solve systems of nonlinear equa- tions, Appl. Math. Comput., 205 (2008), 205-215.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Matematik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Aralık 2021

Gönderilme Tarihi

3 Mart 2021

Kabul Tarihi

9 Temmuz 2021

Yayımlandığı Sayı

Yıl 2021 Cilt: 5 Sayı: 4

Kaynak Göster

APA
Abdullahı, M., Halilu, A., Awwal, A., & Pakkaranang, N. (2021). On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations. Advances in the Theory of Nonlinear Analysis and its Application, 5(4), 568-579. https://doi.org/10.31197/atnaa.890281
AMA
1.Abdullahı M, Halilu A, Awwal A, Pakkaranang N. On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations. ATNAA. 2021;5(4):568-579. doi:10.31197/atnaa.890281
Chicago
Abdullahı, Muhammad, Abubakar Halilu, Aliyu Awwal, ve Nuttapol Pakkaranang. 2021. “On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations”. Advances in the Theory of Nonlinear Analysis and its Application 5 (4): 568-79. https://doi.org/10.31197/atnaa.890281.
EndNote
Abdullahı M, Halilu A, Awwal A, Pakkaranang N (01 Aralık 2021) On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations. Advances in the Theory of Nonlinear Analysis and its Application 5 4 568–579.
IEEE
[1]M. Abdullahı, A. Halilu, A. Awwal, ve N. Pakkaranang, “On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations”, ATNAA, c. 5, sy 4, ss. 568–579, Ara. 2021, doi: 10.31197/atnaa.890281.
ISNAD
Abdullahı, Muhammad - Halilu, Abubakar - Awwal, Aliyu - Pakkaranang, Nuttapol. “On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations”. Advances in the Theory of Nonlinear Analysis and its Application 5/4 (01 Aralık 2021): 568-579. https://doi.org/10.31197/atnaa.890281.
JAMA
1.Abdullahı M, Halilu A, Awwal A, Pakkaranang N. On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations. ATNAA. 2021;5:568–579.
MLA
Abdullahı, Muhammad, vd. “On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations”. Advances in the Theory of Nonlinear Analysis and its Application, c. 5, sy 4, Aralık 2021, ss. 568-79, doi:10.31197/atnaa.890281.
Vancouver
1.Muhammad Abdullahı, Abubakar Halilu, Aliyu Awwal, Nuttapol Pakkaranang. On efficient matrix-free method via quasi-Newton approach for solving system of nonlinear equations. ATNAA. 01 Aralık 2021;5(4):568-79. doi:10.31197/atnaa.890281

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