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
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;
Conference_Titel :
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6909-3
DOI :
10.1109/CEC.2010.5586146