Paper Info
Title
Parameter analysis for differential evolution with Pareto tournaments in a multiobjective frequency assignment problem
Abstract
This paper presents a multiobjective approach for the Frequency Assignment Problem (FAP) in a real-world GSM network. Indeed, nowadays in GSM systems, the FAP stills continues to be a critical task for the mobile communication operators. In this work we propose a new method to address the FAP by applying the Differential Evolution (DE) algorithm in its multiobjective optimization, using the concept of Pareto Tournaments (DEPT).We present the results obtained in the tuning process of the DEPT parameters. Two distinct real-world instances of the problem - being currently operating - were tested with DEPT algorithm. Therefore, with this multiobjective approach for the FAP we are contributing to a really important applicability.
Year
DOI
Venue
2009
10.1007/978-3-642-04394-9_98
IDEAL
Keywords
Field
DocType
gsm system,differential evolution,parameter analysis,distinct real-world instance,dept algorithm,frequency assignment problem,multiobjective frequency assignment problem,multiobjective approach,dept parameter,fap still,real-world gsm network,multiobjective optimization,pareto tournament,mobile communication
Frequency assignment problem,Mathematical optimization,GSM,Variable neighborhood search,Computer science,Multi-objective optimization,Differential evolution,Operator (computer programming),Pareto principle,Mobile telephony
Conference
Volume
ISSN
ISBN
5788
0302-9743
3-642-04393-3
Citations 
PageRank 
References 
4
0.49
7
Authors
4
Name
Order
Citations
PageRank
Marisa da Silva Maximiano1222.23
Miguel A. Vega-Rodríguez2741113.05
Juan A. Gómez-Pulido320221.36
Juan Manuel Sánchez-Pérez427830.84