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Solving the frequency assignment problem with differential evolution
- 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