We prove a strong duality result between a convex optimization problem with both cone and equality constraints and its Lagrange dual formulation, provided that a constraint qualification condition related to the notion of quasi-relative interior holds true. In such a way we overcome the difficulty that the interior of the set involved in the regularity condition is empty.

REMARKS ON GENERAL INFINITE DIMENSIONAL DUALITY WITH CONE AND EQUALITY CONSTRAINTS

GIUFFRE', Sofia;
2009-01-01

Abstract

We prove a strong duality result between a convex optimization problem with both cone and equality constraints and its Lagrange dual formulation, provided that a constraint qualification condition related to the notion of quasi-relative interior holds true. In such a way we overcome the difficulty that the interior of the set involved in the regularity condition is empty.
2009
Lagrange dual; qualification condition; constraint qualification condition
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12318/5620
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