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, Türkiye, 22 - 23 Haziran 2022, ss.143

  • Yayın Türü: Bildiri / Özet Bildiri
  • Basıldığı Şehir: Van
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.143
  • Abdullah Gül Üniversitesi Adresli: Evet

Özet

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.