Abstract
In this article, we introduce a new type of split monotone Yosida inclusion problem in the setting of infinite-dimensional Hilbert spaces. To calculate the approximate solutions of split monotone Yosida inclusion problem, first we develop a new iterative algorithm and then study the weak as well strong convergence analysis of iterative sequences generated by the proposed iterative algorithm by using demicontractive property, nonexpansive property, and strongly positive bounded linear property of mappings. A numerical example is formulated to explain our main result through MATLAB programming.
Similar content being viewed by others
References
Ahmad, R., Ishtyak, M., Rahaman, M., Ahmad, I.: Graph convergence and generalized Yosida approximation operator with an application. Math. Sci. 11 (2), 155–163 (2017)
Akram, M., Chen, J.W., Dilshad, M.: Generalized Yosida approximation operator with an application to a system of Yosida inclusions, J. Nonlinear Funct. Anal., 2018. Article ID 17 (2018)
Byrne, C.: Iterative oblique projection onto convex subsets and the split feasibility problem. Inverse Probl. 18, 441–453 (2002)
Byrne, C., Censor, Y., Gibali, A., Reich, S.: Weak and strong convergence of algorithms for the split common null point problem. J. Nonlinear Convex Anal. 13, 759–775 (2012)
Cegeilski, A.: Iterative Methods for Fixed Point Problems in Hilbert Spaces. Springer, New York (2012)
Ceng, L.C., Wen, C.F., Yao, Y.: Iteration approaches to hierarchical variational inequalities for infinite nonexpansive mappings and finding zero points of m-accretive operators. J. Nonlinear Var. Anal. 1, 213–235 (2017)
Censor, Y., Bortfeld, T., Martin, N., Trofimov, A.: A unified approach for inversion problem in intensity-modulated radiation therapy. Phys. Med. Biol. 51, 2353–2365 (2006)
Censor, Y., Elfving, T.: A multiprojection algorithm using Bregman projections in a product space. Numer. Algorithms 8(2), 221–239 (1994)
Censor, Y., Elfving, T., Kopf, N., Bortfeld, T.: The multiple-sets split feasibility problem and its applications for inverse problems. Inverse Probl. 21, 2071–2084 (2005)
Chang, S.S., Yao, J.C., Kim, J.K., Yang, L.: Iterative approximation to convex feasibility problems in Banach space. Fixed Point Theory Appl. 2007, 46797 (2007). https://doi.org/10.1155/2007/46797
Eiche, B.: Iteration methods for convexly constrained ill-posed problems in Hilbert spaces. Numer. Funct. Anal. Optim. 13, 413–429 (1992)
Mainge, P.E.: Strong convergence of projected subgradient methods for nonsmooth and nonstrictly convex minimization. Set-valued Anal. 16, 899–912 (2008)
Marino, G., Xu, H.K.: A general iterative method for nonexpansive mappings in Hilbert spaces. J. Math. Anal. Appl. 318, 43–52 (2006)
Moudafi, A.: Split monotone variational inclusions. J. Optim. Theory Appl. 150, 275–283 (2011)
Opial, Z.: Weak convergence of the sequence of successive approximations for nonexpansive mappings. Bull. Amer. Math. Soc. 73, 591–597 (1967)
Palta, R.J., Mackie, T.R. (eds.): Intensity-modulated Radiation Therapy: The State of Art, Medical Physics Monograph. Medical Physics Publishing, Madison (2003)
Pettersson, R.: Yosida approximations for multi-valued stochastic differential equations. Stochastics and Stochastic Rep. 52(1-2), 107–120 (1995)
Qin, X., Yao, J.C.: Projection splitting algorithms for nonself operators. J. Nonlinear Convex Anal. 18, 925–935 (2017)
Shan, S.Q., Xiao, Y.B., Huang, N.J.: A new system of generalized implicit set-valued variational inclusions in Banach spaces. Nonlinear Func. Anal. Appl. 22 (5), 1091–1105 (2017)
Sitthithakerngkiet, K., Deepho, J., Kumam, P.: A hybrid viscocity algorithm via modify the hybrid steepest descent method for solving the split variational inclusion in image reconstruction and fixed point problems. Appl. Math. Comput. 250, 986–1001 (2015)
Xu, H.K.: An iterative approach to quadratic optimization. J. Optim. Theory Appl. 116, 659–678 (2003)
Zhang, C., Xu, Z.: Explicit iterative algorithm for solving split variational inclusion and fixed point problem for the infinite family of nonexpansive operators. Nonlinear Func. Anal. Appl. 21(4), 669–683 (2016)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Rahaman, M., Ishtyak, M., Ahmad, R. et al. The Yosida approximation iterative technique for split monotone Yosida variational inclusions. Numer Algor 82, 349–369 (2019). https://doi.org/10.1007/s11075-018-0607-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11075-018-0607-y
Keywords
- Split monotone Yosida variational inclusions
- Yosida operator
- Convergence
- Demicontractive mapping
- Nonexpansive mappings