Proof of a Conjecture by Deutsch, Li, and Swetits on Duality of Optimization Problems

A conjecture of Deutsch, Li, and Swetits on duality relationships among three optimization problems is shown to hold true. The proof relies on a reformulation of one of the problems in a suitable product space, to which then a version of the classical Fenchel duality theorem applies.