Title :
Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Normal Distribution of Mesh Clients and Different Selection and Mutation Operators
Author :
Barolli, Admir ; Oda, Tetsuya ; Spaho, Evjola ; Barolli, Leonard ; Xhafa, Fatos ; Takizawa, Makoto
Author_Institution :
Dept. of Comput. & Inf. Sci., Seikei Univ., Musashino, Japan
Abstract :
Wireless Mesh Networks (WMNs) are currently attracting a lot of attention from wireless research and technology community due to their importance for providing cost-efficient broadband wireless connectivity. Issues for achieving the network connectivity and user coverage are related with the node placement problem. In this paper, we evaluate the performance of WMN-GA system for node placement problem in WMNs. For evaluation, we consider Normal 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 Single Mutation and Linear Ranking.
Keywords :
genetic algorithms; quality of service; wireless mesh networks; WMN-GA system; cost-efficient broadband wireless connectivity; mesh client normal distribution; mutation operator; network connectivity; node placement; wireless mesh network; Encoding; Genetic algorithms; Network topology; Simulation; Sociology; Statistics; Topology; Connectivity; Coverage; GAs; Number of Generations; Population Size; WMNs;
Conference_Titel :
Advanced Information Networking and Applications Workshops (WAINA), 2013 27th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4673-6239-9
Electronic_ISBN :
978-0-7695-4952-1
DOI :
10.1109/WAINA.2013.105