Iterative methods for approximating fixed points of bregman nonexpansive operators

Victoria Martn-Marquez, Simeon Reich, Shoham Sabach

Research output: Contribution to journalArticlepeer-review

Abstract

Diverse notions of nonexpansive type operators have been ex-tended to the more general framework of Bregman distances in reexive Ba-nach spaces. We study these classes of operators, mainly with respect to the existence and approximation of their (asymptotic) fixed points. In particular, the asymptotic behavior of Picard and Mann type iterations is discussed for quasi-Bregman nonexpansive operators. We also present parallel algorithms for approximating common fixed points of a finite family of Bregman strongly nonexpansive operators by means of a block operator which preserves the Breg-man strong nonexpansivity. All the results hold, in particular, for the smaller class of Bregman firmly nonexpansive operators, a class which contains the generalized resolvents of monotone mappings with respect to the Bregman distance.

Original languageEnglish
Pages (from-to)1043-1063
Number of pages21
JournalDiscrete and Continuous Dynamical Systems - Series S
Volume6
Issue number4
DOIs
StatePublished - Aug 2013

Keywords

  • Banach space
  • Bregman distance
  • Bregman firmly nonexpansive opera-tor
  • Bregman projection
  • Bregman strongly nonexpansive operator
  • Fixed point
  • Iterative algorithm
  • Legendre function
  • Totally convex function

All Science Journal Classification (ASJC) codes

  • Analysis
  • Discrete Mathematics and Combinatorics
  • Applied Mathematics

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