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Note on the nonexpansive operators based on arbitrary variable metric

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 نشر من قبل Feng Xue
 تاريخ النشر 2021
  مجال البحث
والبحث باللغة English
 تأليف Feng Xue




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In this note, we study the nonexpansive properties based on arbitrary variable metric and explore the connections between firm nonexpansiveness, cocoerciveness and averagedness. A convergence rate analysis for the associated fixed-point iterations is presented by developing the global ergodic and non-ergodic iteration-complexity bounds in terms of metric distances. The obtained results are finally exemplified with the metric resolvent, which provides a unified framework for many existing first-order operator splitting algorithms.

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