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文章基本信息

  • 标题:Relatively Inexact Proximal Point Algorithm and Linear Convergence Analysis
  • 本地全文:下载
  • 作者:Ram U. Verma
  • 期刊名称:International Journal of Mathematics and Mathematical Sciences
  • 印刷版ISSN:0161-1712
  • 电子版ISSN:1687-0425
  • 出版年度:2009
  • 卷号:2009
  • DOI:10.1155/2009/691952
  • 出版社:Hindawi Publishing Corporation
  • 摘要:Based on a notion of relatively maximal (m)-relaxed monotonicity, the approximation solvability of a general class of inclusion problems is discussed, while generalizing Rockafellar's theorem (1976) on linear convergence using the proximal point algorithm in a real Hilbert space setting. Convergence analysis, based on this new model, is simpler and compact than that of the celebrated technique of Rockafellar in which the Lipschitz continuity at 0 of the inverse of the set-valued mapping is applied. Furthermore, it can be used to generalize the Yosida approximation, which, in turn, can be applied to first-order evolution equations as well as evolution inclusions.
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