The Resolvent Average of Monotone Operators: Dominant and Recessive Properties

نویسندگان

  • Sedi Bartz
  • Heinz H. Bauschke
  • Sarah M. Moffat
  • Xianfu Wang
چکیده

Within convex analysis, a rich theory with various applications has been evolving since the proximal average of convex functions was first introduced over a decade ago. When one considers the subdifferential of the proximal average, a natural averaging operation of the subdifferentials of the averaged functions emerges. In the present paper we extend the reach of this averaging operation to the framework of monotone operator theory in Hilbert spaces, transforming it into the resolvent average. The theory of resolvent averages contains many desirable properties. In particular, we study a detailed list of properties of monotone operators and classify them as dominant or recessive with respect to the resolvent average. As a consequence, we not only recover a significant part of the theory of proximal averages, but also obtain results and properties which have not been previously available. 2010 Mathematics Subject Classification: Primary 47H05, 52A41, 90C25; Secondary 15A09, 26A51, 26B25, 26E60, 47H09, 47A63.

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عنوان ژورنال:
  • SIAM Journal on Optimization

دوره 26  شماره 

صفحات  -

تاریخ انتشار 2016