Skip to main content
  • Research Article
  • Open access
  • Published:

Iterative Algorithm for Approximating Solutions of Maximal Monotone Operators in Hilbert Spaces

Abstract

We first introduce and analyze an algorithm of approximating solutions of maximal monotone operators in Hilbert spaces. Using this result, we consider the convex minimization problem of finding a minimizer of a proper lower-semicontinuous convex function and the variational problem of finding a solution of a variational inequality.

[1234567891011121314]

References

  1. Martinet B: Régularisation d'inéquations variationnelles par approximations successives. Revue Française d'Automatique et Informatique. Recherche Opérationnelle 1970, 4: 154–158.

    MATH  MathSciNet  Google Scholar 

  2. Rockafellar RT: Monotone operators and the proximal point algorithm. SIAM Journal on Control and Optimization 1976,14(5):877–898. 10.1137/0314056

    Article  MATH  MathSciNet  Google Scholar 

  3. Brézis H, Lions P-L: Produits infinis de résolvantes. Israel Journal of Mathematics 1978,29(4):329–345. 10.1007/BF02761171

    Article  MATH  MathSciNet  Google Scholar 

  4. Güler O: On the convergence of the proximal point algorithm for convex minimization. SIAM Journal on Control and Optimization 1991,29(2):403–419. 10.1137/0329022

    Article  MATH  MathSciNet  Google Scholar 

  5. Passty GB: Ergodic convergence to a zero of the sum of monotone operators in Hilbert space. Journal of Mathematical Analysis and Applications 1979,72(2):383–390. 10.1016/0022-247X(79)90234-8

    Article  MATH  MathSciNet  Google Scholar 

  6. Solodov MV, Svaiter BF: Forcing strong convergence of proximal point iterations in a Hilbert space. Mathematical Programming 2000,87(1):189–202.

    MATH  MathSciNet  Google Scholar 

  7. Kamimura S, Takahashi W: Approximating solutions of maximal monotone operators in Hilbert spaces. Journal of Approximation Theory 2000,106(2):226–240. 10.1006/jath.2000.3493

    Article  MATH  MathSciNet  Google Scholar 

  8. Suzuki T: Strong convergence of Krasnoselskii and Mann's type sequences for one-parameter nonexpansive semigroups without Bochner integrals. Journal of Mathematical Analysis and Applications 2005,305(1):227–239. 10.1016/j.jmaa.2004.11.017

    Article  MATH  MathSciNet  Google Scholar 

  9. Petryshyn WV: A characterization of strict convexity of Banach spaces and other uses of duality mappings. Journal of Functional Analysis 1970,6(2):282–291. 10.1016/0022-1236(70)90061-3

    Article  MATH  MathSciNet  Google Scholar 

  10. Xu H-K: Another control condition in an iterative method for nonexpansive mappings. Bulletin of the Australian Mathematical Society 2002,65(1):109–113. 10.1017/S0004972700020116

    Article  MATH  MathSciNet  Google Scholar 

  11. Minty GJ: On the monotonicity of the gradient of a convex function. Pacific Journal of Mathematics 1964, 14: 243–247.

    Article  MATH  MathSciNet  Google Scholar 

  12. Rockafellar RT: Characterization of the subdifferentials of convex functions. Pacific Journal of Mathematics 1966, 17: 497–510.

    Article  MATH  MathSciNet  Google Scholar 

  13. Rockafellar RT: On the maximal monotonicity of subdifferential mappings. Pacific Journal of Mathematics 1970, 33: 209–216.

    Article  MATH  MathSciNet  Google Scholar 

  14. Rockafellar RT: On the maximality of sums of nonlinear monotone operators. Transactions of the American Mathematical Society 1970,149(1):75–88. 10.1090/S0002-9947-1970-0282272-5

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yonghong Yao.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License (https://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Reprints and permissions

About this article

Cite this article

Yao, Y., Chen, R. Iterative Algorithm for Approximating Solutions of Maximal Monotone Operators in Hilbert Spaces. Fixed Point Theory Appl 2007, 032870 (2007). https://doi.org/10.1155/2007/32870

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1155/2007/32870

Keywords