Skip to main content


Journal Issues

Emphasis of Coefficients on the Convergence Rate of Fixed Point Iterative Algorithm in Banach Space
Naveen Kumar
Pages: 1-18 | First Published: 05 Oct 2022
Full text | Abstract | Purchase | References | Request permissions

Abstract
This paper deals with the fixed point iterative schemes that are being utilized to solve the systems of nonlinear equations in various fields and spaces. The convergence speed of iterative processes is highly focused, calculated and compared with various original methods to check the efficiency of these methods towards its optimal solution. The effect on the speed of convergence by the coefficients included in these iterative algorithms are investigated and analyzed in this manuscript. Moreover, the results on the convergence rate of various fixed point iterative schemes are supported by comparing the convergence rate of these iterative plans using the methodology of interchanging the coefficients of these algorithms. The convergence behaviour of these iterative processes is also shown graphically. In a nut shell, the comparison analysis shows that the coefficients involved in such type of schemes may vary the convergence rate of the schemes towards their fixed points.
Keyword: Banach Space, Contractive Mapping, Convergence Rate, Fixed Point Iterations, Fixed Point.
 

[1] Ishikawa S., Fixed points by a new iteration method. Proceedings of the American Mathematical Society, 44, 147–150(1974)
[2] Ishikawa S., Fixed points and iteration of a nonexpansive mapping in a Banach space. Proceedings of the American Mathematical Society, 59(1), 65–71(1976)
[3] Talman L.A., Fixed points for considering multi functions in metric spaces with convex structure. Kodai Math, Sem. Rep. 29, 62-70 (1977).
[4] Osilike M. O., Stability results for Ishikawa fixed point iteration procedure. Indian J. Pure Appl. Math., 26, No. 10, 937-341 (1995)
[5] Xu B., Noor M. A., Fixed-Point Iterations for Asymptotically Non expansive Mappings in Banach Spaces. Journal of Mathematical Analysis and Applications, 267, 444–453 (2002)
[6] Berinde V., Picard iteration converges faster than the Mann iteration for a class of quasi-contractive operators. Fixed Point Theory Applications, (2), 97-105(2004)
[7] Kima T. H., XuH.K.,Stron, Convergence of Modified Mann iterations. Nonlinear Analysis 61, 51– 60 (2005)
[8] Babu G.V.R., and Vara Prasad K.N.V.V., Mann iteration converges faster than Ishikawa iteration for the class of Zamfirescu operators. Fixed Point Theory Applications, Article ID 49615, 1-6 (2006)
[9] Popescu O., Picard iteration converges faster than Mann iteration of quasi-contractive operators. Mathematical Communications 12(2), 195-202 (2007)
[10] ManikumariN. and Murugappan A., Fuzzy Logic Based Model for Optimization of Tank Irrigation System, Journal of Engineering and Applied Sciences, Medwell Journals, 3 (2), 199-202, (2008)
[11] Alfred O. B., Strong Convergence results for the Jungck–Mann iteration (2010).

[12] Akewe H. Olaoluwa H., On the Convergence of Modified three-step Iteration process for generalized Contractive-like operators. Bulletin of Mathematical Analysis and Applications, Vol. 4 Issue 3, 78-86 (2012)
[13] ZhiqunXue and Guiwen Lv., The convergence of the modified Mann and Ishikawa iterations in Banach spaces. Journal of Inequalities and Applications, Article Number: 188 (2013)
[14] Chen J. and Wu D., Convergence theorems of modified Mann Iterations.Fixed Point Theory and Applications, 282-285 (2013)
[15] Juan Xiao, Lei Deng, and Ming-ge Yang, Convergence of Modified Multi-Step Iterative for a finite family of Asymptotically Quasi-nonexpansive mappings.Commun. Korean Math. Soc. 29, No. 1,83–95 (2014).
[16] Fathollahi S., Ghiura A., Postolache M. and Rezapour S., A comparative study on the convergence rate of some iteration methods involving contractive mappings. Fixed Point Theory Appl. (2015)
[17] Renu Chug and Rekha Rani, A Weak Convergence Theorem for Variational Inequalities and Fixed Point Problems in a Real Hilbert Space. Journal of Engineering and Applied Sciences, Medwell Journals, 2962-2970 (2016)
[18] ThakurB. S., Thakur D., and PostolacheM., A New Iteration Scheme for Approximating Fixed Points of Nonexpansive Mappings. Filomat, 30(10), 2711–2720, (2016)
[19] Chauhan S.S., Utreja K., Imdad M. and Ahmadullah Md., Strong Convergence Theorems for a Quasi-contractive type Mapping Employing a new Iterative Scheme with an Application. Honam Mathematical J. 39, No. 1,1-25(2017)
[20] Kumar N., and Chauhan Gonder S.S., Analysis of Jungck-Mann and Jungck-Ishikawa Iteration schemes for their speed of convergence. AIP Publishing, Vol. 2050 (2018)
[21] Kumar N., and Chauhan Gonder S.S.,A Review on the convergence speed in the Agarwal et al. and Modified-Agarwal Iterative Schemes. Universal Review, Vol. 7, Issue X, 163-167(2018)
[22] Kumar N., and Chauhan Gonder S.S.,An Illustrative Analysis of Modified-Agarwal and Jungck-Mann Iterative Procedures for their Speed of Convergence. Universal Review, Vol. 7, Issue X, 168-173 (2018)
[23] Kumar N., and Chauhan Gonder S.S.,Examination of the Speed of Convergence of the Modified-Agarwal Iterative Scheme. Universal Review, Vol. 7, Issue X, 174-179 (2018)
[24] Zena Hussein Maibed, Some Generalized n-Tuplet Coincidence Point Theorems for Non-Linear Contraction Mappings, Journal of Engineering and Applied Sciences, Medwell Journals, 13 (24): 10375-10379, (2018)
[25] Kumar N., and Chauhan Gonder S.S., Speed of convergence examined by exchange of coefficients involved in Modified-Ishikawa iterative scheme. Future Aspects in Engineering Sciences and Technology, Vol. 2, Chandigarh University, 440-447 (2018)

[26] Kumar N., and Chauhan Gonder S.S., Self-Comparison of Convergence Speed in Agarwal, O’Regan and Sahu’s S-Iteration.International Journal on Emerging Technologies, 10 (2b), 105-108 (2019)