Abstract
In this paper, we introduce two kinds of iterative algorithms for the problem of finding zeros of maximal monotone operators. Weak and strong convergence theorems are established in a real Hilbert space. As applications, we consider a problem of finding a minimizer of a convex function.
Similar content being viewed by others
References
Browder F.E.: Nonlinear operators and nonlinear equations of evolution in Banach spaces. Proc. Symp. Pure Math. 18, 78–81 (1976)
Bruck R.E.: A strongly convergent iterative method for the solution of 0∈Ux for a maximal monotone operator U in Hilbert space. J. Math. Appl. Anal. 48, 114–126 (1974)
Burachik R.S., Iusem A.N., Svaiter B.F.: Enlargement of monotone operators with applications to variational inequalities. Set-valued Anal. 5, 159–180 (1997)
Censor Y., Zenios S.A.: The proximal minimization algorithm with D-functions. J. Optim. Theory Appl. 73, 451–464 (1992)
Cohen G.: Auxiliary problem principle extended to variational inequalities. J. Optim. Theory Appl. 59, 325–333 (1998)
Cho, Y.J., Kang, S.M., Zhou, H.: Approximate proximal point algorithms for finding zeroes of maximal monotone operators in Hilbert spaces. J. Inequal. Appl. 2008 Art. ID 598191. (2008)
Ceng L.C., Wu S.Y., Yao J.C.: New accruacy criteria for modified approximate proximal point algorithms in Hilbert spaces. Taiwanese J. Math. 12, 1691–1705 (2008)
Deimling K.: Zeros of accretive operators. Manuscr. Math. 13, 365–374 (1974)
Dembo R.S., Eisenstat S.C., Steihaug T.: Inexact newton methods. SIAM J. Numer. Anal. 19, 400–408 (1982)
Eckstein J.: Approximate iterations in Bregman-function-based proximal algorithms. Math. Program. 83, 113–123 (1998)
Güller O.: On the convergence of the proximal point algorithm for convex minimization. SIAM J. Control Optim. 29, 403–419 (1991)
Han D.R., He B.S.: A new accuracy criterion for approximate proximal point algorithms. J. Math. Anal. Appl. 263, 343–354 (2001)
Kamimura S., Takahashi W.: Approximating solutions of maximal monotone operators in Hilbert spaces. J. Approx. Theory 106, 226–240 (2000)
Kamimura S., Takahashi W.: Strong convergence of a proximal-type algorithm in a Banach space. SIAM J. Optim. 13, 938–945 (2002)
Lan K.Q., Wu J.H.: Convergence of approximants for demicontinuous pseudo-contractive maps in Hilbert spaces. Nonlinear Anal. 49, 737–746 (2002)
Liu L.S.: Ishikawa and Mann iterative processes with errors for nonlinear strongly acretive mappings in Banach spaces. J. Math. Anal. Appl. 194, 114–125 (1995)
Nevanlinna O., Reich S.: Strong convergence of contraction semigroups and of iterative methods for accretive operators in Banach spaces. Isr. J. Math. 32, 44–58 (1979)
Opial Z.: Weak convergence of the sequence of successive approximations for nonexpansive mappings. Bull. Am. Math. Soc. 73, 591–597 (1979)
Pazy A.: Remarks on nonlinear ergodic theory in Hilbert spaces. Nonlinear Anal. 6, 863–871 (1979)
Qin X., Su Y.: Approximation of a zero point of accretive operator in Banach spaces. J. Math. Anal. Appl. 329, 415–424 (2007)
Rockafellar R.T.: Monotone operators and the proximal point algorithm. SIAM J. Control Optim. 14, 877–898 (1976)
Solodov M.V., Svaiter B.F.: An inexact hybrid generalized proximal point algorithm and some new result on the theory of Bregman functions. Math. Oper. Res. 25, 214–230 (2000)
Teboulle M.: Convergence of proximal-like algorithms. SIAM J. Optim. 7, 1069–1083 (1997)
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)
Verma R.U.: Rockafellar’s celebrated theorem based on A-maximal monotonicity design. Appl. Math. Lett. 21, 355–360 (2008)
Xu H.K.: Iterative algorithms for nonlinear operators. J. Lond. Math. Soc. 66, 240–256 (2002)
Cho Y.J., Zhou H., Guo G.: Weak and strong convergence theorems for three-step iterations with errors for asymptotically nonexpansive mappings. Comput. Math. Appl. 47, 707–717 (2004)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Qin, X., Kang, S.M. & Cho, Y.J. Approximating zeros of monotone operators by proximal point algorithms. J Glob Optim 46, 75–87 (2010). https://doi.org/10.1007/s10898-009-9410-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10898-009-9410-6