Dual approaches to the strongly convex simple function minimization problem under affine restrictions
classification
🧮 math.OC
keywords
problemdualconvexmethodrestrictionssolvestronglyabove
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We consider strongly convex optimization problems with affine-type restrictions. We build dual problem and solve dual problem by Fast Gradient Method. We use primal-dual structure of this method to construct the solution of the primal problem. The paper contain a lot of different tricks that allows to generalize mentioned above results for almost all methods we would like to choose to solve the dual problem.
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