Optimality, identifiability, and sensitivity

نویسندگان

  • Dmitriy Drusvyatskiy
  • Adrian S. Lewis
چکیده

Around a solution of an optimization problem, an “identifiable” subset of the feasible region is one containing all nearby solutions after small perturbations to the problem. A quest for only the most essential ingredients of sensitivity analysis leads us to consider identifiable sets that are “minimal”. This new notion lays a broad and intuitive variational-analytic foundation for optimality conditions, sensitivity, and active set methods.

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عنوان ژورنال:
  • Math. Program.

دوره 147  شماره 

صفحات  -

تاریخ انتشار 2014