Optimization Methods for Telecommunications

Data is displayed for the academic year: 2024./2025.

Lecturers

Prof.
Lea Skorin-Kapov
PhD

Course Description

Taxonomy of optimisation methods. Main applications in telecommunications. Linear programming and network flows. Modeling network optimization problems. Traffic routing, capacity dimensioning and topology design. Combinatorial optimization. Local search. Heuristic optimization methods. Software tools for telecommunication network planning and optimization.

Study Programmes

Postgraduate doctoral study programme

Literature

David G. Luenberger, Yinyu Ye (2008.), Linear and Nonlinear Programming, Springer Science & Business Media
Michal Pioro, Deep Medhi (2004.), Routing, Flow, and Capacity Design in Communication and Computer Networks, Morgan Kaufmann
Ravindra K. Ahuja, Thomas L. Magnanti, James B. Orlin (1993.), Network Flows, Pearson
Deep Medhi, Karthik Ramasamy (2007.), Network Routing, Morgan Kaufmann
Thomas G. Robertazzi (2007.), Networks and Grids, Springer Science & Business Media
Bernhard Korte, Jens Vygen (2012.), Combinatorial Optimization, Springer Science & Business Media
El-Ghazali Talbi (2009.), Metaheuristics, John Wiley & Sons
Pablo Pavón Mariño (2016.), Optimization of Computer Networks, John Wiley & Sons

General

ID 154841
  Winter semester
6 ECTS
L1 English Level
L1 e-Learning