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Performance evaluation for different settings of crossover and mutation rates considering number of covered users: a case study

Autor
Barolli, L.; Spaho, E.; Oda, T.; Barolli, A.; Xhafa, F.; Takizawa, M.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
9th International Conference on Advances in Mobile Computing and Multimedia
Any de l'edició
2011
Data de presentació
2011-12
Llibre d'actes
MoMM'11: proceedings of the 9th International conference on advances in mobile computing and multimedia
Pàgina inicial
110
Pàgina final
115
DOI
https://doi.org/10.1145/2095697.2095718 Obrir en finestra nova
URL
https://dl.acm.org/citation.cfm?id=2095718 Obrir en finestra nova
Resum
Wireless Mesh Networks (WMNs) have become an important networking infrastructure for providing cost-efficient broadband wireless connectivity. In this paper, we propose and implement a system based on Genetic Algorithms (GAs) called WMN-GA. We evaluate the performance of WMN-GA for 0.7 crossover rate and 0.3 mutation rate, Exponential Ranking and different distribution of clients considering number of covered users parameters. The simulation results show that for Normal Distribution the system h...
Paraules clau
Crossover operators, Genetic algorithms, Mutation operators, Number of covered users, Wireless mesh networks
Grup de recerca
ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals

Participants

  • Barolli, Leonard  (autor ponent)
  • Spaho, Evjola  (autor ponent)
  • Oda, Tetsuya  (autor ponent)
  • Barolli, Admir  (autor ponent)
  • Xhafa Xhafa, Fatos  (autor ponent)
  • Takizawa, Makoto  (autor ponent)