DocumentCode
2327733
Title
A Hybrid Scatter Search algorithm to assign terminals to concentrators
Author
Bernardino, Eugénia Moreira ; Bernardino, Anabela Moreira ; Sánchez-Pérez, Juan Manuel ; Gómez-Pulido, Juan Antonio ; Vega-Rodríguez, Miguel Angel
Author_Institution
Dept. of Comput. Sci., Res. Center for Inf. & Commun., Leiria, Portugal
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
8
Abstract
The last few years have seen a significant growth in communication networks. With the growth of data traffic, network operators seek network-engineering tools to extract the maximum benefits out of the existing infrastructure. This has suggested a number of new optimisation problems, most of them in the field of combinatorial optimisation. We address here the Terminal Assignment problem. The main objective is to assign a collection of terminals to a collection of concentrators. In this paper, we propose a Hybrid Scatter Search (HSS) algorithm to assign terminals to concentrators. Coupled with the Scatter Search algorithm we use a Tabu Search algorithm to locate the global minimum. We show that HSS is able to achieve feasible solutions to Terminal Assignment instances, improving the results obtained by previous approaches.
Keywords
combinatorial mathematics; optimisation; search problems; telecommunication networks; telecommunication terminals; combinatorial optimisation; hybrid scatter search algorithm; network engineering tool; scatter search algorithm; tabu search algorithm; terminal assignment problem; Algorithm design and analysis; Approximation algorithms; Artificial neural networks; Classification algorithms; Communication networks; Computers; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location
Barcelona
Print_ISBN
978-1-4244-6909-3
Type
conf
DOI
10.1109/CEC.2010.5586146
Filename
5586146
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