Abstract
The split common fixed-point problem is an inverse problem that consists in finding an element in a fixed-point set such that its image under a linear transformation belongs to another fixed-point set. In this paper, we propose a new algorithm for the split common fixed-point problem that does not need any priori information of the operator norm. Under standard assumptions, we establish a weak convergence theorem of the proposed algorithm.
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Baillon, J.B., Bruck, R.E., Reich, S.: On the asymptotic behavior of nonexpansive mappings and semigroups in Banach spaces. Houst. J. Math. 4, 1–9 (1978)
Bauschke, H.H., Combettes, P.L.: Convex analysis and monotone operator theory in Hilbert spaces. Springer, Berlin (2011)
Boikanyo, O.A.: A strongly convergent algorithm for the split common fixed point problem. Appl. Math. Comput. 265, 844–853 (2015)
Byrne, C., Censor, Y., Gibali, A., Reich, S.: the split common null point problem. J. Nonlinear Convex Anal. 13, 759–775 (2012)
Byrne, C.: Iterative oblique projection onto convex sets and the split feasibility problem. Inverse Probl. 18, 441–453 (2002)
Byrne, C.: A unified treatment of some iterative algorithms in signal processing and image reconstruction. Inverse Probl. 20, 103–120 (2004)
Cegielski, A.: General method for solving the split common fixed point problem. J. Optim. Theory Appl. 165, 385–404 (2015)
Censor, Y., Elfving, T.: A multiprojection algorithms using Bregman projection in a product space. Numer. Algorithm 8, 221–239 (1994)
Censor, Y., Segal, A.: The split common fixed point problem for directed operators. J. Convex Anal. 16, 587–600 (2009)
Censor, Y., Bortfeld, T., Martin, B., Trofimov, A.: A unified approach for inversion problems in intensity-modulated radiation therapy. Phys. Med. Biol. 51, 2353–2365 (2006)
Combettes, P.L.: Quasi-Fejérian analysis of some optimization algorithms, in Inherently Parallel Algorithms in Feasibility and Optimization and Their Applications, pp. 115–152. Elsevier, New York (2001)
Cui, H., Wang, F.: Iterative methods for the split common fixed point problem in Hilbert spaces. Fixed Point Theory Appl. 2014(1), 1–8 (2014)
Goebel, K., Reich, S.: Uniform Convexity, Hyperbolic Geometry and Nonexpansive Mappings. Marcel Dekker, New York (1984)
Kraikaew, P., Saejung, S.: On split common fixed point problems. J. Math. Anal. Appl. 415, 513–524 (2014)
López, G., Martín, V., Wang, F., Xu, H.K.: Solving the split feasibility problem without priori knowledge of matrix norms. Inverse Probl. 28(8), 085004 (2012)
Masad, E., Reich, S.: A note on the multiple-set split convex feasibility problem in Hilbert space. J. Nonlinear Convex Anal. 8, 367–371 (2007)
Moudafi, A.: A note on the split common fixed point problem for quasi-nonexpansive operators. Nonlinear Anal. 74, 4083–4087 (2011)
Moudafi, A.: The split common fixed point problem for demicontractive mappings. Inverse Probl. 26, 055007 (2010)
Tan, K.K., Xu, H.K.: Approximating fixed points of nonexpansive mappings by the Ishikawa iteration process. J. Math. Anal. Appl. 178, 301–308 (1993)
Wang, F.: On the convergence of CQ algorithm with variable steps for the split equality problem. Numer. Algorithms 74, 927–935 (2017)
Wang, F., Xu, H.K.: Cyclic algorithms for split feasibility problems in Hilbert spaces. Nonlinear Anal. 74, 4105–4111 (2011)
Xu, H.K.: A variable Krasnosel’skii-Mann algorithm and the multiple-set split feasibility problem. Inverse Probl. 22, 2021–2034 (2006)
Xu, H.K.: Iterative methods for the split feasibility problem in infinite-dimensional Hilbert spaces. Inverse Probl. 26, 105018 (2010)
Xu, H.K.: Properties and iterative methods for the Lasso and its variants. Chin. Ann. Math. Ser. B 35, 501–518 (2014)
Yang, Q.: On variable-step relaxed projection algorithm for variational inequalities. J. Math. Anal. Appl. 302, 166–179 (2005)
Acknowledgements
The author would like to express his sincere appreciation to the referees for their valuable and constructive comments of the manuscript. This work was supported by Program for Science and Technology Innovation Talents in the Universities of Henan Province (Grant No. 15HASTIT013) and Innovation Scientists and Technicians Troop Construction Projects of Henan Province (Grant No. CXTD20150027).
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Wang, F. A new method for split common fixed-point problem without priori knowledge of operator norms. J. Fixed Point Theory Appl. 19, 2427–2436 (2017). https://doi.org/10.1007/s11784-017-0434-0
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DOI: https://doi.org/10.1007/s11784-017-0434-0