Title :
Valid inequalities for the routing and spectrum allocation problem in elastic optical networks
Author :
Klinkowski, M. ; Pioaro, Michal ; Zotkiewicz, M. ; Ruiz, M. ; Velasco, L.
Author_Institution :
Nat. Inst. of Telecommun., Warsaw, Poland
Abstract :
We deal with a natural integer-linear programming formulation of the routing and spectrum allocation (RSA) problem in elastic optical networks. We focus on strengthening the formulation with valid inequalities (cuts). For this purpose we apply clique inequalities that proved to be useful in other applications of this kind. We develop and combine a clique cut generation procedure with a column generation algorithm with the aim to improve the quality of generated columns. The presented results, obtained for a set of problem instances, illustrate the effectiveness of the optimization algorithm.
Keywords :
integer programming; linear programming; optical fibre networks; telecommunication network routing; clique cut generation procedure; column generation algorithm; elastic optical networks; integer-linear programming formulation; optimization algorithm; routing; spectrum allocation problem; valid inequalities; Integrated optics; Linear programming; Optical fiber networks; Optimization; Programming; Resource management; Routing; Cliques; ILP; column generation; cutting planes; elastic optical networks; routing and spectrum allocation;
Conference_Titel :
Transparent Optical Networks (ICTON), 2014 16th International Conference on
Conference_Location :
Graz
DOI :
10.1109/ICTON.2014.6876290