Benchmarking for nonsmooth convex optimization methods


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Tor A. H.

4th International Conference on Pure and Applied Mathematics (ICPAM - VAN 2022), Van, Turkey, 22 - 23 June 2022, pp.143

  • Publication Type: Conference Paper / Summary Text
  • City: Van
  • Country: Turkey
  • Page Numbers: pp.143

Abstract

The aim of this study is to provide a brief overview of nonsmooth convex optimization methods by discussing their implementation and comparing them using some numerical results. The test problems used in the numerical experience include small and large-scale nonsmooth convex and nonconvex optimization problems with special structures. This study will be concluded by providing a brief discussion on future directions and applications of nonsmooth optimization.