Algorithms of Nondifferentiable Optimization: Development and Application

  • Authors:
  • N. Z. Shor;N. G. Zhurbenko;A. P. Likhovid;P. I. Stetsyuk

  • Affiliations:
  • V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kiev, Ukraine nzshor@d120.icyb.kiev.ua;V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kiev, Ukraine zhurb@d120.icyb.kiev.ua;V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kiev, Ukraine;V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kiev, Ukraine stetsyuk@d120.icyb.kiev.ua

  • Venue:
  • Cybernetics and Systems Analysis
  • Year:
  • 2003

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Abstract

A brief survey of nondifferentiable optimization methods developed at the Institute of Cybernetics is presented: the subgradient method, the subgradient method with space dilatation in the subgradient direction, and the r-algorithm. Applications of nondifferentiable optimization methods are considered.