×

Modified projected subgradient method for solving pseudomonotone equilibrium and fixed point problems in Banach spaces. (English) Zbl 1476.65117

Summary: Motivated by the work of D. Van Hieu and J. J. Strodiot [J. Fixed Point Theory Appl. 20, No. 3, Paper No. 131, 32 p. (2018; Zbl 1401.90238)], we introduce a new projected subgradient method for solving pseudomonotone equilibrium and fixed point problem in Banach spaces. The main iterative steps in the proposed method use a projection method and do not require any Lipschitz-like condition on the equilibrium bifunction. A strong convergence result is proved under mild conditions and we applied our algorithm to solving pseudomonotone variational inequalities in Banach spaces. Also, we provide some numerical examples to illustrate the performance of the proposed method and compare it with other methods in the literature.

MSC:

65K15 Numerical methods for variational inequalities and related problems
47J25 Iterative procedures involving nonlinear operators
65J15 Numerical solutions to equations with nonlinear operators
90C33 Complementarity and equilibrium problems and variational inequalities (finite dimensions) (aspects of mathematical programming)

Citations:

Zbl 1401.90238
Full Text: DOI

References:

[1] Alakoya, TO; Jolaoso, LO; Mewomo, OT, Modified inertial subgradient extragradient method with self-adaptive stepsize for solving monotone variational inequality and fixed point problems, Optimization (2020) · Zbl 1451.65079 · doi:10.1080/02331934.2020.1723586
[2] Alber YI (1996) Metric and generalized projections in Banach spaces: properties and applications. In: Kartsatos AG (ed) Theory and Applications of Nonlinear Operators of Accretive and Monotone Type, pp 15-50 · Zbl 0883.47083
[3] Alber, YI; Ryazantseva, I., Nonlinear ill-posed problems of monotone type (2006), Dordrecht: Spinger, Dordrecht · Zbl 1086.47003
[4] Anh, PN; An, LTH, The subgradient extragradient method extended to equilibrium problems, Optimization, 64, 2, 225-248 (2015) · Zbl 1317.65149 · doi:10.1080/02331934.2012.745528
[5] Anh, PN; An, LTH, New subgradient extragradient methods for solving monotone bilevel equilibrium problems, Optimization, 68, 11, 2097-2122 (2019) · Zbl 1430.90529 · doi:10.1080/02331934.2019.1656204
[6] Anh, PN; Muu, LD, A hybrid subgradient algorithm for nonexpansive mappings and equilibrium problem, Optim Lett, 8, 727-738 (2014) · Zbl 1302.65152 · doi:10.1007/s11590-013-0612-y
[7] Anh, PN; Tu, HP, Subgradient projection methods extended to monotone bilevel equilibrium problems in Hilbert spaces, Numer Algorithm (2020) · Zbl 1456.65045 · doi:10.1007/s11075-020-00878-w
[8] Anh, PN; Hien, ND; Phuong, NX; Ngocd, VT, A parallel subgradient method extended to variational inequalities involving nonexpansive mappings, Appl Anal (2020) · Zbl 1520.47108 · doi:10.1080/00036811.2019.1584288
[9] Bigi, G.; Passacantando, M., Descent and penalization techniques for equilibrium problems with nonlinear constraints, J Optim Theory Appl, 164, 804-818 (2015) · Zbl 1330.90112 · doi:10.1007/s10957-013-0473-7
[10] Bigi, G.; Castellani, M.; Pappalardo, M., A new solution method for equilibrium problems, Optim Methods Softw, 24, 895-911 (2009) · Zbl 1237.90253 · doi:10.1080/10556780902855620
[11] Blum, E.; Oettli, W., From optimization and variational inequalities to equilibrium problems, Math Stud, 63, 123-145 (1994) · Zbl 0888.49007
[12] Brézis H, Nirenberg L, Stampacchia G (1972) A remark on Ky Fan’s minimax principle, Bollettino U. M. I., (III), VI , 129-132 · Zbl 0264.49013
[13] Combettes PL (2001) Quasi-Fejérian analysis of some optimization algorithms. In: Butnariu D, Reich S, Censor Y (Eds) Inherently parallel algorithms in feasibility and optimization and their applications. Amsterdam: North-Holland; pp 115-152 (Studies in computational mathematics) · Zbl 0992.65065
[14] Fan, K.; Shisha, O., A Minimax Inequality and Applications, Inequality III, 103-113 (1972), New York: Academic Press, New York · Zbl 0302.49019
[15] Gabrie, AG; Wangkeeree, R., Hybrid projected subgradient-proximal algorithms for solving split equilibrium problems and split common fixed point problems of nonexpansive mappings in Hilbert spaces, Fixed Point Theory Appl, 2018, 5 (2018) · Zbl 1505.65214 · doi:10.1186/s13663-018-0630-7
[16] Hieu DV, Cholamjiak P (2020) Modified extragradient method with Bregman distance for variational inequalities. Appl Anal. doi:10.1080/00036811.2020.1757078 · Zbl 1492.65177
[17] Hieu DV (2017) Halpern subgradient extragradient method extended to equilibrium problems. Rev R Acad Cienc Exactas F’i,s Nat Ser A Math RACSAM, 111 , 823-840 · Zbl 1378.65136
[18] Hieu, DV, New extragradient method for a class of equilibrium problems in Hilbert spaces, Appl Anal, 97, 5, 811-824 (2018) · Zbl 1391.90587 · doi:10.1080/00036811.2017.1292350
[19] Hieu, DV, Modified subgradient extragradient algorithm for pseudomonotone equilibrium problems, Bul Korean Math Soc, 55, 5, 1503-1521 (2018) · Zbl 1402.90194
[20] Hieu, DV; Strodiot, J-J, Strong convergence theorems for equilibrium problems and fixed point problems in Banach spaces, J Fixed Point Theory Appl, 20, 131 (2018) · Zbl 1401.90238 · doi:10.1007/s11784-018-0608-4
[21] Hieu, DV; Cho, YJ; Xiao, YB, Modified extragradient algorithms for solving equilibrium problems, Optimization, 67, 2003-2029 (2018) · Zbl 1416.90050 · doi:10.1080/02331934.2018.1505886
[22] Huang, YY; Jeng, JC; Kuo, TY; Hong, CC, Fixed point and weak convergence theorems for point-dependent \(\lambda \)-hybrid mappings in Banach spaces, Fixed Point Theory and Appl, 2011, 105 (2011) · Zbl 1311.47069 · doi:10.1186/1687-1812-2011-105
[23] Iusem, AN; Svaiter, BF; Teboulle, M., Entropy-like proximal methods in convex programming, Math Oper Res, 19, 790-814 (1994) · Zbl 0821.90092 · doi:10.1287/moor.19.4.790
[24] Jolaoso LO, Karahan I (2020) A general alternative regularization method with line search technique for solving split equilibrium and fixed point problems in Hilbert spaces. Comput Appl Math 39, Article 150. doi:10.1007/s40314-020-01178-8. · Zbl 1449.65139
[25] Jolaoso LO, Taiwo A, Alakoya TO, Mewomo OT (2019) A unified algorithm for solving variational inequality and fixed point problems with application to the split equality problem. Comput Appl Math 39. doi:10.1007/s40314-019-1014-2 · Zbl 1438.65138
[26] Jolaoso, LO; Aphane, M., A self-adaptive inertial subgradient extragradient method for pseudomonotone equilibrium and common fixed point problems, Fixed Point Theory Appl, 2020, 9 (2020) · Zbl 1474.65185 · doi:10.1186/s13663-020-00676-y
[27] Jolaoso, LO; Taiwo, A.; Alakoya, TO; Mewomo, OT, A self adaptive inertial subgradient extragradient algorithm for variational inequality and common fixed point of multivalued mappings in Hilbert spaces, Demonstr Math, 52, 183-203 (2019) · Zbl 1418.49008 · doi:10.1515/dema-2019-0013
[28] Jolaoso, LO; Alakoya, TO; Taiwo, A.; Mewomo, OT, An inertial extragradient method via viscosity approximation approach for solving equilibrium problem in Hilbert spaces, Optimization (2020) · Zbl 1459.65097 · doi:10.1080/02331934.2020.1716752
[29] Jolaoso, LO; Taiwo, A.; Alakoya, TO; Mewomo, OT, A strong convergence theorem for solving pseudo-monotone variational inequalities using projection methods in a reflexive Banach space, J Optim Theory Appl, 185, 3, 744-766 (2020) · Zbl 07211749 · doi:10.1007/s10957-020-01672-3
[30] Kamimura, S.; Takahashi, W., Strong convergence of a proximal-type algorithm in a Banach space, SIAM J Optim, 13, 938-945 (2002) · Zbl 1101.90083 · doi:10.1137/S105262340139611X
[31] Khan MAA, Cholamjiak P (2020) A multi-step approximant for fixed point problem and convex optimization problem in Hadamard spaces. J Fixed Point Theory Appl 22 , Article 62. doi:10.1007/s11784-020-00796-3 · Zbl 1443.47066
[32] Korpelevich, GM, The extragradient method for finding saddle points and other problems, Ekon Mat Metody, 12, 747-756 (1976) · Zbl 0342.90044
[33] Lyashko SI, Semenov VV (2016) A new two-step proximal algorithm of solving the problem of equilibrium programming, In: Goldengorin B (ed) Optimization and Applications in Control and Data Sciences, Springer Optimization and Its Applications, 115:315-326 · Zbl 1354.90172
[34] Muu, LD; Oettli, W., Convergence of an adaptive penalty scheme for finding constrained equilibria, Nonlinear Anal, 18, 1159-1166 (1992) · Zbl 0773.90092 · doi:10.1016/0362-546X(92)90159-C
[35] Nakajo, K., Strong convergence for gradient projection method and relatively nonexpansive mappings in Banach spaces, Appl Math Comput, 271, 251-258 (2015) · Zbl 1410.47031
[36] Quoc, TD; Muu, LD; Nguyen, VH, Extragradient algorithms extended to equilibrium problems, Optimization, 57, 749-776 (2008) · Zbl 1152.90564 · doi:10.1080/02331930601122876
[37] Raeisi M, Eskandani GZ (2019) A hybrid extragradient method for a general split equality problem involving resolvents and pseudomonotone bifunctions in Banach spaces. Calcolo, 56 , Article no. 4 · Zbl 07142732
[38] Rehman, H.; Kumam, P.; Cho, YJ; Yordsorn, P., Weak convergence of explicit extragradient algorithms for solving equilibrium problems, J Inequal Appl, 1, 1-25 (2019) · Zbl 1499.49048
[39] Santos, P.; Scheimberg, S., An inexact subgradient algorithm for equilibrium problem, Comput Appl Math, 30, 1, 91-107 (2011) · Zbl 1242.90265
[40] Suantai, S.; Shehu, Y.; Cholamjiak, P., Nonlinear iterative methods for solving the split common null point problems in Banach spaces, Optim Methods Softw, 34, 853-874 (2019) · Zbl 1417.49018 · doi:10.1080/10556788.2018.1472257
[41] Sunthrayuth, P.; Cholamjiak, P., Iterative methods for solving quasi-variational inclusion and fixed point problem in q-uniformly smooth Banach spaces, Numer Algor, 78, 1019-1044 (2018) · Zbl 1497.47098 · doi:10.1007/s11075-017-0411-0
[42] Sunthrayuth P, Cholamjiak P (2019) A modified extragradient method for variational inclusion and fixed point problems in Banach spaces. Appl Anal doi:10.1080/00036811.2019.1673374 · Zbl 1438.47105
[43] Tada, A.; Takahashi, W.; Takahashi, W.; Tanaka, T., Strong convergence theorem for an equilibrium problem and a nonexpansive mapping, Nonlinear Analysis and Convex Analysis (2006), Yokohama: Yokohama Publishers, Yokohama
[44] Takahashi, W.; Zembayashi, K., Strong and weak convergence theorems for equilibrium problems and relatively nonexpansive mappings in Banach spaces, Nonlinear Anal, 70, 45-57 (2009) · Zbl 1170.47049 · doi:10.1016/j.na.2007.11.031
[45] Takahashi, Y.; Hashimoto, K.; Kato, M., On sharp uniform convexity, smoothness, and strong type, cotype inequalities, J Nonlinear Convex Anal, 3, 267-281 (2002) · Zbl 1030.46012
[46] Thong, LQ; Hai, TN, A projected subgradient algorithm for bilevel equilibrium problems and applications, J Optim Theory Appl, 175, 411-431 (2017) · Zbl 1382.65182 · doi:10.1007/s10957-017-1176-2
[47] Tiel, JV, Convex Analysis: An introductory text (1984), New York: Wiley, New York · Zbl 0565.49001
[48] Vuong, PT, On the weak convergence of the extragradient method for solving pseudo-monotone variational inequalities, J Optim Theory Appl, 176, 2, 399-409 (2018) · Zbl 1442.47052 · doi:10.1007/s10957-017-1214-0
[49] Vuong, PT; Strodiot, JJ; Nguyen, VH, Extraradient methods and linesearch algorithms for solving Ky Fan inequalities and fixed point problems, J Optim Theory Appl, 155, 605-627 (2013) · Zbl 1273.90207 · doi:10.1007/s10957-012-0085-7
[50] Xu, HK, Inequalities in Banach spaces with applications, Nonlinear Anal, 16, 1127-1138 (1991) · Zbl 0757.46033 · doi:10.1016/0362-546X(91)90200-K
[51] Yao, Y, Shahzad N, Yao JC (2020) Projected subgradient algorithms for pseudomonotone equilibrium problems and fixed points of pseudocontractive operators. Mathematics 8(4) , 2020:461. doi:10.3390/math.804046
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.