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

Admir Barolli, Tetsuya Oda, Evjola Spaho, L. Barolli, F. Xhafa, M. Takizawa
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引用次数: 1

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.
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考虑网格客户端正态分布和不同选择和变异算子的WMN-GA系统节点放置性能评价
无线网状网络(WMNs)由于其在提供低成本的宽带无线连接方面的重要作用,目前正受到无线研究和技术界的广泛关注。实现网络连接和用户覆盖的问题与节点放置问题有关。在本文中,我们评估了WMN-GA系统在wmn节点放置问题上的性能。为了进行评估,我们考虑了网格客户端的正态分布和不同的选择和变异算子。种群规模为64,世代数为200。为了进行评估,我们考虑了巨大的组件和覆盖的用户数量。仿真结果表明,WMN-GA系统具有较好的单突变和线性排序性能。
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