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arxiv: 1602.01686 · v13 · pith:5CGHXX4Dnew · submitted 2016-02-04 · 🧮 math.OC

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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