×

A hybrid method for solving variational inequalities over the common fixed point sets of infinite families of nonexpansive mappings in Banach spaces. (English) Zbl 07249890

Summary: In this paper, we introduce a hybrid method, a combination of the steepest-descent method and the Krasnosel’skii-Mann one, for solving a variational inequality over the set of common fixed points of an infinite family of nonexpansive mappings in Banach spaces under two different conditions on the Banach space, either a uniformly smooth Banach space or a reflexive and strictly convex one with a uniformly Gâteaux differentiable norm, without imposing the sequential weak continuity of the normalized duality mapping. The method is an improvement and extension of some other published results. We also give a numerical example to illustrate the convergence analysis of the proposed method.

MSC:

47-XX Operator theory
41A65 Abstract approximation theory (approximation in normed linear spaces and other abstract spaces)
47H17 Methods for solving equations involving nonlinear operators [See also 58C15] [For numerical analysis, see 65J15] (MSC1991)
47H20 Semigroups of nonlinear operators
Full Text: DOI

References:

[1] Stampacchia, G., Formes bilinéaires coercitives sur les ensembles convexes, C R Acad Sci Paris, 258, 4413-4416 (1964) · Zbl 0124.06401
[2] Kinderlehrer, D.; Stampacchia, G., An introduction to variational inequalities and their applications (1980), New York: Academic Press, New York · Zbl 0457.35001
[3] Iiduka, H., Fixed point optimization algorithm and its application to power control in CDMA data networks, Math Program, 133, 1, 227-242 (2012) · Zbl 1274.90428 · doi:10.1007/s10107-010-0427-x
[4] Iiduka, H.; Yamada, I., An egordic algorithm for the power-control games for CDMA data networks, J Math Model Algor, 2009, 8, 1 (2009) · Zbl 1170.93020 · doi:10.1007/s10852-008-9099-4
[5] Iiduka, H., Fixed point optimization algorithm and its application to network bandwidth allocation, J Comput Appl Math, 236, 7, 1733-1742 (2012) · Zbl 1242.65119 · doi:10.1016/j.cam.2011.10.004
[6] Iiduka, H., Iterative algorithm for triple-hierarchical constrained nonconvex optimization problem and its application to network bandwidth allocation, SIAM J Optim, 22, 3, 862-878 (2012) · Zbl 1267.90139 · doi:10.1137/110849456
[7] Iiduka, H., Fixed point optimization algorithms for distributed optimization in networked systems, SIAM J Optim, 23, 1-26 (2013) · Zbl 1266.49067 · doi:10.1137/120866877
[8] Xu, Z.; Roach, GF., A necessary and sufficient condition for convergence of steepest descent approximation to accretive operator equations, J Math Anal Appl, 167, 2, 340-354 (1992) · Zbl 0818.47061 · doi:10.1016/0022-247X(92)90211-U
[9] Krasnosels’kii, MA., Two remarks on the method of successive approximations, Uspekhi Mat Nauk, 10, 1, 123-127 (1955) · Zbl 0064.12002
[10] Mann, WR., Mean value methods in iteration, Proc Amer Math Soc, 4, 506-510 (1953) · Zbl 0050.11603 · doi:10.1090/S0002-9939-1953-0054846-3
[11] Qin, X.; Yao, JC., Weak convergence of a Mann-like algorithm for nonexpansive and accretive operators, J Inequal Appl, 2016 (2016) · Zbl 1382.47029 · doi:10.1186/s13660-016-1163-4
[12] Reich, S., Weak convergence theorems for nonexpansive mappings in Banach spaces, J Math Anal Appl, 67, 274-276 (1979) · Zbl 0423.47026 · doi:10.1016/0022-247X(79)90024-6
[13] Halpern, B., Fixed points of nonexpanding maps, Bull Amer Math Soc, 73, 957-961 (1967) · Zbl 0177.19101 · doi:10.1090/S0002-9904-1967-11864-0
[14] Reich, S., Strong convergence theorems for resolvents of accretive operators in Banach spaces, J Math Anal Appl, 75, 287-292 (1980) · Zbl 0437.47047 · doi:10.1016/0022-247X(80)90323-6
[15] Yao, Y.; Zhou, H.; Liou, YC., Strong convergence of a modified Krasnosel’ski-Mann iterative algorithm for non-expansive mappings, J Appl Math Comput, 29, 383 (2009) · Zbl 1222.47129 · doi:10.1007/s12190-008-0139-z
[16] Buong, N.; Quynh, VX; Thuy, NTT., A steepest-descent Krasnosel’skii-Mann algorithm for a class of variational inequalities in Banach spaces, J Fixed Point Theory Appl, 18, 3, 519-532 (2016) · Zbl 1457.47012 · doi:10.1007/s11784-016-0290-3
[17] Shehu, Y., Modified Krasnosel’skii-Mann iterative algorithm for nonexpansive mappings in Banach spaces, Arab J Math, 2, 2, 209-219 (2013) · Zbl 1515.47104 · doi:10.1007/s40065-013-0066-1
[18] Shehu, Y.; Ugwunnadi, GC., Approximation of fixed points of nonexpansive mappings by modified Krasnosel’skii-Mann iterative algorithm, Thai J Math, 13, 2, 405-419 (2015) · Zbl 1330.47087
[19] Aoyama, K.; Kimura, Y.; Takahashi, W., Approximation of common fixed points of a countable family of nonexpansive mappings in a Banach spaces, Nonlinear Anal, 67, 8, 2350-2360 (2007) · Zbl 1130.47045 · doi:10.1016/j.na.2006.08.032
[20] Iemoto, S.; Takahashi, W., Strong convergence theorems by a hybrid steepest descent method for countable nonexpansive mappings in Hilbert spaces, Sci Math Jpn Online, e-2008, 557-570 (2008) · Zbl 1160.49008
[21] Qin, X.; Cho, YJ; Kang, JI, Strong convergence theorems for an infinite family of nonexpansive mappings in Banach spaces, J Comput Appl Math, 230, 1, 121-127 (2009) · Zbl 1170.47043 · doi:10.1016/j.cam.2008.10.058
[22] Yamada, I.The hybrid steepest descent method for the variational inequality problem over the intersection of fixed point sets of nonexpansive mappings. In: Butnariu D, Censor Y, Reich S, editors. Inherently parallel algorithms in feasibility and optimization and their applications. Amsterdam: North-Holland; 2001. p. 473-504. · Zbl 1013.49005
[23] Aoyama, K.; Iiduka, H.; Takahashi, W., Weak convergence of an iterative sequence for accretive operators in Banach spaces, Fixed Point Theory Appl, 2006, 35390 (2006) · Zbl 1128.47056 · doi:10.1155/FPTA/2006/35390
[24] Ceng, LC; Ansari, QH; Yao, JC., Mann-type steepest-descent and modified hybrid steepest descent methods for variational inequalities in Banach spaces, Numer Funct Anal Optim, 29, 9-10, 987-1033 (2008) · Zbl 1163.49002 · doi:10.1080/01630560802418391
[25] Censor, Y.; Gibali, A.; Reich, S., The subgradient extragradient methods for solving variational inequalities in hilbert space, J Optim Theory Appl, 148, 318-335 (2011) · Zbl 1229.58018 · doi:10.1007/s10957-010-9757-3
[26] Censor, Y.; Gibali, A.; Reich, S., Strong convergence of subgradient extragradient methods for the variational inequality problem in Hilbert space, Optim Method Softw, 26, 827-845 (2011) · Zbl 1232.58008 · doi:10.1080/10556788.2010.551536
[27] Censor, Y.; Gibali, A.; Reich, S., Extensions of Korpelevich’s extragradient method for the variational inequality problem in Euclidean space, Optimization, 61, 1119-1132 (2012) · Zbl 1260.65056 · doi:10.1080/02331934.2010.539689
[28] Gibali, A.; Reich, S.; Zalas, R., Outer approximation methods for solving variational inequalities in Hilbert space, Optimization, 66, 417-437 (2017) · Zbl 1367.58006 · doi:10.1080/02331934.2016.1271800
[29] Kassay, G.; Reich, S.; Sabach, S., Iterative methods for solving systems of variational inequalities in reflexive Banach spaces, SIAM J Optim, 21, 1319-1344 (2011) · Zbl 1250.47064 · doi:10.1137/110820002
[30] Thuy, NTT; Hieu, PT; Strodiot, JJ., Regularization methods for accretive variational inequalities over the set of common fixed points of nonexpansive semigroups, Optimization, 65, 8, 1553-1567 (2016) · Zbl 1477.47070 · doi:10.1080/02331934.2016.1166501
[31] Yao, Y.; Noor, MA; Liou, YC., A new hybrid iterative algorithm for variational inequalities, Appl Math Comput, 216, 3, 822-829 (2010) · Zbl 1191.65080
[32] Kimura, Y.; Nakajo, K., Strong convergence for a modified forward-backward splitting method in Banach spaces, J Nonlinear Var Anal, 3, 5-18 (2019) · Zbl 1479.47068
[33] Qin, X.; Yao, JC., Projection splitting algorithms for nonself operators, J Nonlinear Convex Anal, 18, 5, 925-935 (2017) · Zbl 06847101
[34] Reich, S., Product formulas, nonlinear semigroups, and accretive operators, J Funct Anal, 36, 147-168 (1980) · Zbl 0437.47048 · doi:10.1016/0022-1236(80)90097-X
[35] Rezapour, S.; Zakeri, SH., Strong convergence theorems for δ-inverse strongly accretive operators in Banach spaces, Appl Set-Valued Anal Optim, 1, 39-52 (2019)
[36] Shang, M., A descent-like method for fixed points and split conclusion problems, J Appl Numer Optim, 1, 91-101 (2019)
[37] Yuan, Y., A splitting algorithm in a uniformly convex and 2-uniformly smooth Banach space, J Nonlinear Funct Anal, 2018 (2018)
[38] Buong, N.; Phuong, NTH; Thuy, NTT., Explicit iteration methods for a class of variational inequalities in Banach spaces, Russian Math, 59, 10, 16-22 (2015) · Zbl 1330.47077 · doi:10.3103/S1066369X15100023
[39] Buong, N.; Ha, NS; Thuy, NTT., A new explicit iteration method for a class of variational inequalities, Numer Algorithms, 72, 2, 467-481 (2016) · Zbl 1348.47062 · doi:10.1007/s11075-015-0056-9
[40] Cioranescu, I., Geometry of Banach spaces, duality mappings and nonlinear problems (1990), Dordrecht: Kluwer Acad. Publ., Dordrecht · Zbl 0712.47043
[41] Reich, S., Review of geometry of banach spaces duality mappings and nonlinear problems by loana Cioranescu, Kluwer Academic Publishers, Dordrecht, 1990, Bull Amer Math Soc, 26, 367-370 (1992) · doi:10.1090/S0273-0979-1992-00287-2
[42] Agarwal, RP; O’Regan, D.; Sahu, DR., Fixed point theory for Lipschitzian-type mappings with applications (2009), New York (NY): Springer, New York (NY) · Zbl 1176.47037
[43] Reich, S., On the asymptotic behavior of nonlinear semigroups and the range of accretive operators, J Math Anal Appl, 79, 113-126 (1981) · Zbl 0457.47053 · doi:10.1016/0022-247X(81)90013-5
[44] Xu, HK., An iterative approach to quadratic optimization, J Optim Theory Appl, 116, 3, 659-678 (2003) · Zbl 1043.90063 · doi:10.1023/A:1023073621589
[45] Suzuki, T., Strong convergence theorems for infinite families of nonexpansive mappings in general Banach spaces, Fixed Point Theory Appl, 1, 103-123 (2005) · Zbl 1123.47308
[46] Reich, S., Convergence, resolvent consistency, and the fixed point property for nonexpansive mappings, Contemp Math, 18, 167-174 (1983) · Zbl 0508.47056 · doi:10.1090/conm/018/728599
[47] Takahashi, W.; Ueda, Y., On Reich’s strong convergence theorem for resolvents of accretive operators, J Math Anal Appl, 104, 2, 546-553 (1984) · Zbl 0599.47084 · doi:10.1016/0022-247X(84)90019-2
[48] Kantorovich, LV; Akilov, GP., Functional analysis (1997), Moscow: Nauka, Moscow
[49] Buong, N.; Phuong, NTH., Strong convergence to solutions for a class of variational inequalities in Banach spaces by implicit iteration methods, J Optim Theory Appl, 159, 2, 399-411 (2013) · Zbl 1280.49014 · doi:10.1007/s10957-013-0350-4
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.