Second-Order Variational Analysis in Conic Programming with Applications to Optimality and Stability

نویسندگان

  • Boris S. Mordukhovich
  • Jirí V. Outrata
  • Héctor Ramírez Cabrera
چکیده

This paper is devoted to the study of a broad class of problems in conic programming modeled via parameter-dependent generalized equations. In this framework we develop a secondorder generalized differential approach of variational analysis to calculate appropriate derivatives and coderivatives of the corresponding solution maps. These developments allow us to resolve some important issues related to conic programming. They include: verifiable conditions for isolated calmness of the considered solution maps, sharp necessary optimality conditions for a class of mathematical programs with equilibrium constraints, and characterizations of tilt-stable local minimizers for cone-constrained problems. The main results obtained in the general conic programming setting are specified for and illustrated by the second-order cone programming.

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عنوان ژورنال:
  • SIAM Journal on Optimization

دوره 25  شماره 

صفحات  -

تاریخ انتشار 2015