On common solutions gradient algorithms, strong convergence theorems and their applications
-
1404
Downloads
-
2073
Views
Authors
Qing Yuan
- Department of Mathematics, Linyi University, Linyi 276000, China.
Zunwei Fu
- Department of Mathematics, The University of Suwon, P. O. Box 77, Suwon, Korea.
Abstract
In this article, the common solutions of various nonlinear problems are investigated based on gradient
algorithms. We obtain the strong convergence of the gradient algorithm in the framework of Hilbert spaces.
We also give some applications to support the main results.
Share and Cite
ISRP Style
Qing Yuan, Zunwei Fu, On common solutions gradient algorithms, strong convergence theorems and their applications, Journal of Nonlinear Sciences and Applications, 9 (2016), no. 5, 2753--2765
AMA Style
Yuan Qing, Fu Zunwei, On common solutions gradient algorithms, strong convergence theorems and their applications. J. Nonlinear Sci. Appl. (2016); 9(5):2753--2765
Chicago/Turabian Style
Yuan, Qing, Fu, Zunwei. "On common solutions gradient algorithms, strong convergence theorems and their applications." Journal of Nonlinear Sciences and Applications, 9, no. 5 (2016): 2753--2765
Keywords
- Hilbert space
- variational inequality
- gradient algorithm
- metric projection.
MSC
References
-
[1]
R. Ahmad, M. Akram, H. A. Rizvi , Generalized f-vector equilibrium problem, Commun. Optim. Theory, 2014 (2014), 11 pages.
-
[2]
B. A. Bin Dehaish, A. Latif, O. H. Bakodah, X. Qin , A regularization projection algorithm for various problems with nonlinear mappings in Hilbert spaces, J. Inequal. Appl., 2015 (2015), 14 pages.
-
[3]
B. A. Bin Dehaish, X. Qin, A. Latif, O. H. Bakodah, Weak and strong convergence of algorithms for the sum of two accretive operators with applications, J. Nonlinear Convex Anal., 16 (2015), 1321-1336.
-
[4]
S. S. Chang, H. W. Joseph Lee, C. K. Chan, A new method for solving equilibrium problem fixed point problem and variational inequality problem with application to optimization, Nonlinear Anal., 70 (2009), 3307-3319.
-
[5]
S. Y. Cho, S. M. Kang, X. Qin , Iterative processes for common fixed points of two different families of mappings with applications, J. Global Optim., 57 (2013), 1429-1446.
-
[6]
S. Y. Cho, X. Qin , On the strong convergence of an iterative process for asymptotically strict pseudocontractions and equilibrium problems, Appl. Math. Comput., 235 (2014), 430-438.
-
[7]
S. Y. Cho, X. Qin, L. Wang, Strong convergence of a splitting algorithm for treating monotone operators, Fixed Point Theory Appl., 2014 (2014), 15 pages. [
-
[8]
F. Deutsch, H. Hundal , The rate of convergence of Dykstra's cyclic projections algorithm: the polyhedral case , Numer. Funct. Anal. Optim., 15 (1994), 537-565.
-
[9]
F. Deutsch, I. Yamada, Minimizing certain convex functions over the intersection of the fixed point set of nonexpansive mappings, Numer. Funct. Anal. Optim., 19 (1998), 33-56.
-
[10]
Y. Hao, M. Shang, Convergence theorems for nonexpansive mappings and inverse-strongly monotone mappings, Fixed Point Theory, 11 (2010), 273-288.
-
[11]
A. N. Iusem, A. R. De Pierro , On the convergence of Han's method for convex programming with quadratic objective, Math. Programming, 52 (1991), 265-284.
-
[12]
J. K. Kim, Convergence theorems of iterative sequences for generalized equilibrium problems involving strictly pseudocontractive mappings in Hilbert spaces, J. Comput. Anal. Appl., 18 (2015), 454-471.
-
[13]
J. K. Kim, P. N. Anh, Y. M. Nam, Strong convergence of an extended extragradient method for equilibrium problems and fixed point problems, J. Korean Math. Soc., 49 (2012), 187-200.
-
[14]
J. K. Kim, S. Y. Cho, X. Qin, Some results on generalized equilibrium problems involving strictly pseudocontractive mappings, Acta Math. Sci. Ser. B Engl. Ed., 31 (2011), 2041-2057.
-
[15]
P. L. Lions, B. Mercier, Splitting algorithms for the sum of two nonlinear operators, SIAM J. Numer. Anal., 16 (1979), 964-979.
-
[16]
L. S. Liu , Ishikawa and Mann iterative process with errors for nonlinear strongly accretive mappings in Banach spaces, J. Math. Anal. Appl., 194 (1995), 114-125.
-
[17]
S. Lv, Strong convergence of a general iterative algorithm in Hilbert spaces, J. Inequal. Appl., 2013 (2013), 18 pages.
-
[18]
G. Marino, H. K. Xu, A general iterative method for nonexpansive mappings in Hilbert spaces, J. Math. Anal. Appl., 318 (2006), 43-52.
-
[19]
M. A. Noor , Projection-proximal methods for general variational inequalities, J. Math. Anal. Appl., 318 (2006), 53-62.
-
[20]
X. Qin, S. Y. Cho, S. M. Kang , An extragradient-type method for generalized equilibrium problems involving strictly pseudocontractive mappings, J. Global Optim., 49 (2011), 679-693.
-
[21]
X. Qin, S. Y. Cho, L. Wang , Iterative algorithms with errors for zero points of m-accretive operators , Fixed Point Theory Appl., 2013 (2013), 17 pages.
-
[22]
X. Qin, S. Y. Cho, L.Wang, A regularization method for treating zero points of the sum of two monotone operators, Fixed Point Theory Appl., 2014 (2014), 10 pages.
-
[23]
T. Suzuki, Strong convergence of krasnoselskii and mann's type sequences for one-parameter nonexpansive semi- groups without bochner integrals, J. Math. Anal. Appl., 305 (2005), 227-239.
-
[24]
W. Takahashi, K. Shimoji, Convergence theorems for nonexpansive mappings and feasibility problems, Math. Comput. Modelling, 32 (2000), 1463-1471.
-
[25]
B. S. Thakur, S. Varghese, Solvability of a system of generalized extended variational inequalities, Adv. Fixed Point Theory, 3 (2013), 629-647.
-
[26]
R. U. Verm, General framework of a super-relaxed proximal point algorithm and its applications to Banach spaces, Nonlinear Funct. Anal. Appl., 17 (2012), 307-321.
-
[27]
Q. F. Wang, S. I. Nakagiri , Optimal control of distributed parameter system given by Cahn-Hilliard equation, Nonlinear Funct. Anal. Appl., 19 (2014), 19-33.
-
[28]
Z. M. Wang, X. Zhang, Shrinking projection methods for systems of mixed variational inequalities of Browder type, systems of mixed equilibrium problems and fixed point problems, J. Nonlinear Funct. Anal., 2014 (2014), 25 pages.
-
[29]
H. K. Xu, An iterative approach to quadratic optimization, J. Optim. Theory Appl., 116 (2003), 659-678.
-
[30]
C. Zhang, Z. Xu, A new explicit iterative algorithm for solving spit variational inclusion problem, Nonlinear Funct. Anal. Appl., 20 (2015), 381-392.
-
[31]
Y. Zhang, Q. Yuan, Iterative common solutions of fixed point and variational inequality problems, J. Nonlinear Sci. Appl., 9 (2016), 1882-1890.