Title
Column generation algorithm for RSA problems in flexgrid optical networks
Abstract
Finding optimal routes and spectrum allocation in flexgrid optical networks, known as the RSA problem, is an important design problem in transport communication networks. The problem is $$\mathcal{NP }$$NP-hard, and its intractability becomes profound when network instances with several tens of nodes and several hundreds of demands are to be solved to optimum. In order to deal with such instances, large-scale optimization methods need to be considered. In this work, we present a column (more precisely, path) generation-based method for the RSA problem. The method is capable of finding reasonable sets of lightpaths, avoiding large sets of precomputed paths, and leading to high-quality solutions. Numerical results illustrating effectiveness of the proposed method for obtaining solutions for large RSA problem instances are presented.
Year
DOI
Venue
2013
10.1007/s11107-013-0408-0
Photonic Network Communications
Keywords
Field
DocType
Integer programming,Column generation,Routing and spectrum allocation,Flexgrid optical networks
Column generation,Telecommunications network,Computer science,Algorithm,Integer programming,Information engineering,RSA problem,Frequency allocation,Distributed computing
Journal
Volume
Issue
ISSN
26
2-3
1572-8188(Series Online ISSN)1387-974X(Series Print ISSN)
Citations 
PageRank 
References 
12
1.04
10
Authors
5
Name
Order
Citations
PageRank
Marc Ruiz19324.96
Michal Pióro229350.26
Mateusz Żotkiewicz3576.97
Mirosław Klinkowski416110.26
Luis Velasco5538.56