Lagrange Multipliers in Fenchel Duality

Published:

In this paper, we present the equivalence of Fenchel and Lagrangian duality. Then, for the problems of concave maximization and convex minimization, we show that the Lagrange multiplier is indeed equal to the constant \[\eta]\ used in Fenchel duality.