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Application of genetic algorithms for QoS routing in mobile ad-hoc networks: approaches and solutions

Autor
Barolli, A.; Takizawa, M.; Xhafa, F.; Barolli, L.
Tipus d'activitat
Article en revista
Revista
International journal of business intelligence and data mining
Data de publicació
2011-01
Volum
6
Número
3
Pàgina inicial
215
Pàgina final
236
DOI
https://doi.org/10.1504/IJBIDM.2011.041956 Obrir en finestra nova
URL
https://www.inderscienceonline.com/doi/abs/10.1504/IJBIDM.2011.041956 Obrir en finestra nova
Resum
Most of the routing solutions in ad-hoc networks deal with the best-effort data traffic. Connections with Quality of Service (QoS) requirements are not supported. In this paper, we survey the research work on application of Genetic Algorithms (GAs) for QoS routing in ad-hoc networks. We present different approaches and give a comparison study between GA-based routing algorithms: GAMAN and GLBR. The performance evaluation via simulations shows that the GAMAN algorithm has better behaviour than GA...
Paraules clau
Ad-hoc networks, GAs, Genetic algorithms, Intelligent algorithms, QoS routing, Routing algorithms
Grup de recerca
ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals

Participants

  • Barolli, Admir  (autor)
  • Takizawa, Makoto  (autor)
  • Xhafa Xhafa, Fatos  (autor)
  • Barolli, Leonard  (autor)