Title :
Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Exponential and Weibull Distribution of Mesh Clients and Different Selection and Mutation Operators
Author :
Barolli, Admir ; Oda, Tetsuya ; Barolli, Leonard ; Xhafa, Fatos ; Takizawa, Makoto ; Papajorgji, Petraq
Author_Institution :
Zayed Center, Canadian Inst. of Technol., Tirana, Albania
Abstract :
In this paper, we evaluate the performance of WMN-GA system for node placement problem in WMNs. For evaluation, we consider Exponential and Uniform Distribution of mesh clients and different selection and mutation operators. The population size is considered 64 and the number of generation 200. For evaluation, we consider the giant component and the number of covered users metrics. The simulation results shows that the WMN-GA system performs better for Exponential distribution of mesh clients.
Keywords :
Weibull distribution; exponential distribution; genetic algorithms; wireless mesh networks; WMN-GA system performance evaluation; Weibull Distribution; exponential distribution; genetic algorithm; mesh client; mutation operator; node placement problem; wireless mesh network; Exponential distribution; Genetic algorithms; Network topology; Simulation; Sociology; Statistics; Topology; Connectivity; Coverage; GAs; Number of Gener- ations; Population Size; WMNs;
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-4992-7
DOI :
10.1109/CISIS.2013.35