Convergence of Lagrange Multipliers and Dual Variables for Convex Optimization Problems

Published Online:https://doi.org/10.1287/moor.13.1.74

Sufficient conditions are given for the limit of a net of Lagrange multipliers for convex optimization problems to be a Lagrange multiplier for the limit problem. The distinct issue of convergence of solutions to dual problems is also addressed, using a continuity property of the Fenchel transform.

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