This paper presents an implementation of surrogate constraint duality in mathematical programming. Motivated by the use of linear programming duality for surrogate constraints in integer linear ...

This paper addresses the issue of which strong duality holds between parametric robust semi-definite linear optimization problems and their dual programs. In the case of a spectral norm uncertainty ...

Roughly, we will cover the following topics (some of them may be skipped depending on the time available). Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear ...