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Solving the frequency assignment problem with differential evolution

Authors :
Juan A. Gómez-Pulido
M. da Silva Maximiano
Miguel A. Vega-Rodríguez
Juan M. Sánchez-Pérez
Source :
2007 15th International Conference on Software, Telecommunications and Computer Networks.
Publication Year :
2007
Publisher :
IEEE, 2007.

Abstract

In this paper it is presented and researched the possibility of using the differential evolution (DE) algorithm to solve the frequency assignment problem (FAP). This problem involves a free assignment of a number of available frequencies to a set of requesters, subject to a set of specified constraints given by an interference matrix. Hence, it is a very important problem in the telecommunications area (especially in GSM networks -global system for mobile). In this work, by the first time, the performance of DE is evaluated using for the results seven well-known benchmark problems on the MS-FAP (minimum span frequency assignment problem). Furthermore, we also compare the influence of each configuration parameter of the DE, presenting the most important conclusions.

Details

Database :
OpenAIRE
Journal :
2007 15th International Conference on Software, Telecommunications and Computer Networks
Accession number :
edsair.doi...........3f1060a6d0bc0921b32b8fcc5e84e454
Full Text :
https://doi.org/10.1109/softcom.2007.4446075