Design and extension of higher-Order derivative-free iterative methods for nonlinear systems
DOI:
https://doi.org/10.5564/mmj.v26i1.5098Keywords:
Best derivative-free iterations, Extensions of iterations, High efficiency, high-order convergence, Nonlinear systemAbstract
In this paper, we propose derivative-free two- and three-step iterative methods with easy implementation. Moreover, we suggest suitable parameter choices that guarantee a local convergence order ρ from four to eight. They require only one matrix inversion at each iteration step and belong to the class of best iterations with high efficiency indices. Several of the proposed algorithms are multidimensional extensions of well-known scalar iterative methods. Numerical experiments are presented to verify the theoretical orders of convergence and to demonstrate the computational efficiency of the proposed methods.
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1. Cordero, A., Rojas-Hiciano, R. V., Torregrosa, J.R., Triguero-Navarro, P. (2024). Efficient parametric family of fourth-order Jacobian free iterative vectorial schemes. Numerical Algorithms, 97, 2011–2029. https://doi.org/10.1007/s11075-024-01776-1
2. Cordero, A., Rojas-Hiciano, R. V., Torregrosa, J. R., Vassileva, M. P. (2024). A highly efficient class of optimal fourth-order methods for solving nonlinear systems. Numerical Algorithms, 95, 1879–1904. https://doi.org/10.1007/s11075-023-01631-9
3. Cordero, A., Hueso, J.L., Mart ́ınez, E., Torregrosa, J.R. (2010). A modified Newton-Jarratt’s composition. Numerical Algorithms, 55, 87–99. https://doi.org/10.1007/s11075-009-9359-z
4. Dehghan, M., Shirilord, A. (2020). Three-step iterative methods for numerical solution of systems of nonlinear equations. Engineering with Computers, 38, 1015–1028. https://doi.org/10.1007/s00366- 020-01072-1
5. Erfanifar, R., Hajarian, M., Sayevand, Kh. (2024). A family of iterative methods to solve nonlinear problems with applications in fractional differential equations. Mathematical Methods in Applied Sciences, 47(4), 2099–2119. https://doi.org/10.1002/mma.9736
6. Zhanlav, T., Mijiddorj, R. (2025). On the connection between high-order iterations with and without derivatives for solving systems of nonlinear equations. Journal of Mathematical Sciences. https://doi.org/10.1007/s10958-025-07862-6
7. Zhanlav, T., Otgondorj, Kh., Saruul, L., Mijiddorj, R. (2023). Optimal choice of parameters in higher-order derivative-free iterative methods for systems of nonlinear equations. Springer Proceedings in Mathematics and Statistics, 434, 165–185. https://doi.org/10.1007/978-3-031- 41229-513
8. Zhanlav, T., Otgondorj, Kh., Chuluunbaatar, O. (2019). Families of optimal derivative-free two- and three-point iterative methods for solving nonlinear equations. Computational Mathematics and Mathematical Physics, 59, 864–880. https://doi.org/10.1134/S0965542519060149
9. Zhanlav, T., Otgondorj, Kh. (2025). Optimal eighth-order three-step iterative methods for solving systems of nonlinear equations. Discrete and Continuous Models and Applied Computational Science, 33(4), 389–403. https://doi.org/10.22363/2658-4670-2025-33-4-389-403
10. Zhanlav, T., Otgondorj, Kh. (2024). Development and adaptation of higher-order iterative methods in Rn with specific rules. Discrete and Continuous Models and Applied Computational Science, 32(4), 425–444. https://doi.org/10.22363/2658-4670-2024-32-4-425-444
11. Zhanlav, T., Otgondorj, Kh., Enkhbayar, Kh. (2025). Extensions of some iterative methods to the multidimensional case. (submitted)
12. Zhanlav, T., Otgondorj, Kh. (2024). High efficient iterative methods with scalar parameter coefficients for systems of nonlinear equations. Journal of Mathematical Sciences, 279(4), 866–875. https://doi.org/10.1007/s10958-024-07066-4
13. Zhanlav, T., Otgondorj, Kh., Enkhbayar, Kh. (2025). A family of the best iterative methods for systems of nonlinear equations. Mongolian Mathematical Journal (submitted).
14. Khattri, S.K., Agarwal, R.P. (2010). Derivative-free optimal iterative methods. Computational Methods in Applied Mathematics, 10(4), 368–375. https://doi.org/10.2478/cmam-2010-0022
15. Sharma, H., Kansal, M., Behl, R. (2023). An efficient optimal derivative-free fourth-order method and its memory variant for nonlinear models and their dynamics. Mathematics and Computation in Applications, 28(2), 48. https://doi.org/10.3390/mca28020048
16. Panday, B., Jaiswal, J.P. (2017). New seventh and eighth order derivative-free methods for solving nonlinear equations. Tbilisi Mathematical Journal, 10(4), 103–115. https://doi.org/10.1515/tmj- 2017-0049
17. Soleymani, F., Hosseinabadi, V. (2010). New third- and sixth-order derivative-free techniques for nonlinear equations. Journal of Mathematics Research, 3, 107–112. https://doi.org/10.5539/jmr.v3n2p107
18. Soleymani, F., Khattri, S.K. (2012). Finding simple roots by seventh- and eighth-order derivative- free methods. International Journal of Mathematical Models and Methods in Applied Sciences, 6(1), 45–52.
19. Soleymani, F. (2013). Some efficient seventh-order derivative-free families in root-finding. Opuscula Mathematica, 33(1), 163–173. http://dx.doi.org/10.7494/OpMath.2013.33.1.163
20. Ahmad, F., Garc ́ıa-Senz, D. (2013). Improving three-point iterative methods for solving nonlinear equations. arXiv:1302.3095v3, 9 Apr.
21. Zhanlav, T., Otgondorj, Kh., Mijiddorj, R. (2020). Constructive theory of designing optimal eighth- order derivative-free methods for solving nonlinear equations. American Journal of Computational Mathematics, 10(1), 100–117. https://doi.org/10.4236/ajcm.2020.101007
22. Sharma, J. R., Sharma, R. (2010). A new family of modified Ostrowski’s methods with accelerated eighth order convergence. Numerical Algorithms, 54, 445–458. https://doi.org/10.1007/s11075-009- 9345-5
23. Sharma, J. R., Arora, H. (2018). Efficient higher order derivative-free multipoint methods with and without memory for systems of nonlinear equations. International Journal of Computer Mathematics, 95, 920–938. https://doi.org/10.1080/00207160.2017.1298747
24. Narang, M., Bhatia, S., Kanwar, V. (2017). New efficient derivative free family of seventh- order methods for solving systems of nonlinear equations. Numerical Algorithms, 76, 283–307. https://doi.org/10.1007/s11075-016-0254-0
25. Ahmad, F., Soleymani, F., Khaksar Haghani, F., Serra-Capizzano, S. (2017). Higher order derivative-free iterative methods with and without memory for systems of nonlinear equations.
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