Adam Ouorou (Orange Labs)

Title

Robust optimization in telecommunications

Abstract

Robust Optimization is a field of mathematical programming dealing with uncertain optimization problems with a potential for applications, e.g. in telecommunication networks design. In this lecture, we will discuss the following topics:

- Robust (linear) optimization basic concepts: uncertainty sets and the robust counterpart of uncertain    optimization problems

- Links with chance constrained programming

- Computational tractability of the robust counterparts

- Affinely adjustable robust counterparts

- Models for telecommunications network design problems under demand uncertainty.

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