Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Normal Distribution of Mesh Clients and Different Selection and Mutation Operators

被引:1
|
作者
Barolli, Admir [1 ]
Oda, Tetsuya [2 ]
Spaho, Evjola [2 ]
Barolli, Leonard [3 ]
Xhafa, Fatos [4 ]
Takizawa, Makoto [1 ]
机构
[1] Seikei Univ, Dept Comp & Informat Sci, 3-3-1 Kichijoji Kitamachi, Musashino, Tokyo 1808633, Japan
[2] Fukui Inst Technol, Grad Sch Engn, Fukuoka 8110295, Japan
[3] Fukui Inst Technol, Dept Informat & Commun Engn, Fukuoka 8110295, Japan
[4] Tech Univ Catalonia, Dept Languages & Informat Syst, E-08034 Barcelona, Spain
关键词
WMNs; GAs; Population Size; Number of Generations; Connectivity; Coverage; NETWORKS;
D O I
10.1109/WAINA.2013.105
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:312 / 317
页数:6
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