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Nonsmooth optimization refers to the general problem of minimizing or maximizing functions with discontinuous gradients. This chapter contains necessary information on theoretical nonsmooth optimization, which is used to model clustering problems and to obtain necessary optimality conditions. We do not provide proofs of the theoretical results as they can be found elsewhere.

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Theory of Nonsmooth Optimization

  • 章节

  • 发表日期：

    2025年

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  • Adil Bagirov,
  • Napsu Karmitsa,
  • Sona Taheri

摘要

Nonsmooth optimization refers to the general problem of minimizing or maximizing functions with discontinuous gradients. This chapter contains necessary information on theoretical nonsmooth optimization, which is used to model clustering problems and to obtain necessary optimality conditions. We do not provide proofs of the theoretical results as they can be found elsewhere.