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Fenchel and Lagrange Duality are Equivalent

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Title: Fenchel and Lagrange Duality are Equivalent
Author: Magnanti, Thomas L.
Publisher: Massachusetts Institute of Technology, Operations Research Center
Issue Date: 1974-07
Abstract: A basic result in ordinary (Lagrange) convex programming is the saddlepoint duality theorem concerning optimization problems with convex inequalities and linear-affine equalities satisfying a Slater condition. This note shows that this result is equivalent to the duality theorem of Fenchel.
URI: http://hdl.handle.net/1721.1/5352
Series/Report no.: Operations Research Center Working Paper;OR 036-74

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