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Performance Evaluation of Intelligent Hybrid Systems for Node Placement in Wireless Mesh Networks: A Comparison Study of WMN-PSOHC and WMN-PSOSA

机译:无线网状网络节点放置智能混合系统的性能评估:WMN-PSOHC和WMN-PSOSA的比较研究

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Wireless Mesh Networks (WMNs) have many advantages such as low cost and increased high speed wireless Internet connectivity, therefore WMNs are becoming an important networking infrastructure. In our previous work, we implemented a Particle Swarm Optimization (PSO) based simulation system for node placement in WMNs, called WMN-PSO. Also, we implemented two intelligent hybrid systems for solving node placement problem in WMNs: PSO and Hill Climbing (HC) based system, called WMN-PSOHC, and PSO and Simulated Annealing (SA) based system, called WMN-PSOSA. In this paper, we evaluate two hybrid simulation systems WMN-PSOHC and WMN-PSOSA. We compare WMN-PSOHC with WMN-PSOSA by conducting computer simulations.
机译:无线网状网络(WMN)具有诸如低成本等优点,增加高速无线互联网连接,因此WMN正在成为一个重要的网络基础设施。在我们以前的工作中,我们在WMNS中实现了基于粒子群优化(PSO)的节点放置仿真系统,称为WMN-PSO。此外,我们实施了用于求解WMNS:PSO和爬山(HC)的节点放置问题的智能混合系统,称为WMN-PSOHC和PSO和模拟退火(SA)的系统,称为WMN-PSOA。在本文中,我们评估了两个混合仿真系统WMN-PSOHC和WMN-PSOSA。通过进行计算机模拟,我们将WMN-PSOHC与WMN-PSOA进行比较。

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