Duality Theory and Convex Programming
The theory of duality is an important tool in optimization, both in theory and in computation. Although duality is not universally applicable in optimization, it holds under mild regularity assumptions in some important classes of problems such as convex programs and some of its close relatives.
KeywordsSaddle Point Dual Problem Duality Theory Lagrangian Function Convex Program
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