DocumentCode :
2936016
Title :
Solving the frequency assignment problem with differential evolution
Author :
Maximiano, Marisa Da Silva ; Vega-Rodríguez, Miguel A. ; Gómez-Pulido, Juan A. ; Sánchez-Pérez, Juan M.
Author_Institution :
Polytech. Inst. of Leiria, Leiria
fYear :
2007
fDate :
27-29 Sept. 2007
Firstpage :
1
Lastpage :
5
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.
Keywords :
cellular radio; frequency allocation; mobile radio; GSM networks-global system; MS-FAP; differential evolution algorithm; interference matrix; minimum span frequency assignment problem; mobile networks; Base stations; Electromagnetic compatibility; Electromagnetic compatibility and interference; Evolutionary computation; Financial advantage program; Frequency; GSM; Interference constraints; Technology management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software, Telecommunications and Computer Networks, 2007. SoftCOM 2007. 15th International Conference on
Conference_Location :
Split-Dubrovnik
Print_ISBN :
978-953-6114-93-1
Electronic_ISBN :
978-953-6114-95-5
Type :
conf
DOI :
10.1109/SOFTCOM.2007.4446075
Filename :
4446075
Link To Document :
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