On Extension of Fenchel Duality and its Application

  • Authors:
  • Li Guoyin;Ng Kung Fu

  • Affiliations:
  • gyli@math.cuhk.edu.hk and kfng@math.cuhk.edu.hk;-

  • Venue:
  • SIAM Journal on Optimization
  • Year:
  • 2008

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Abstract

By considering the epigraphs of conjugate functions, we extend the Fenchel duality, applicable to a (possibly infinite) family of proper lower semicontinuous convex functions on a Banach space. Applications are given in providing fuzzy KKT conditions for semi-infinite programming.