基于粘液菌算法的子图构造算法的研究
Research on Subgraph Construction Algorithm Based on Slime Mold Algorithm
近年来,无线网状网络(Wireless Mesh Network, WMN)因其特有的优势以及应用广泛而备受关注。现有的无线网状网络的子图构造算法都无法达到网络效率和吞吐量的平衡。作为经过了长期的自然选择、优胜略汰而成功生存下来的单细胞生物,粘液菌可以在无需掌握任何全局性信息的情况下,利用其自身的趋化反应,无中心、自组织的形成一性能优越的网络。本文通过研究粘液菌所形成的网络的数学模型,提出了基于粘液菌算法的子图构造算法,并且对所提出的基于粘液菌算法的子图构造算法进行仿真分析,将仿真结果同传统路由算法,以及机会路由算法比较。仿真结果表明:基于粘液菌算法的子图构造算法可以在无需任何全局性信息的情况下,构造一个兼顾效率和吞吐量的子图。在该算法构造的子图中,网络效率和网络吞吐量达到平衡。
In recent years, wireless mesh networks (Wireless Mesh Network, WMN) attracts much concern becauses of its unique advantages and widely applications in various areas.Subgraph Construction Algorithm existed cannot balance efficiency and throughout of the network.Throught natural selection, the slime mold can form a self-organized network with superior performance without any knowledge of global information, only using its own chemotactic response. In this paper, a subgragh construction algorithm is proposed according to slime mold algorithm using the method of combining theoretical analysis and model simulation.And carries on the simulation analysis, compares result with traditional routing algorithm and opportunistic routing algorithm.Simulation results show that: subgraph construction algorithm based on slime mold algorithm can construct a subgraph of both efficiency and throughput without any global information of network. The subgraph constructed in this algorithm balances efficiency and network throughput.
郝建军、张赛男
无线通信
无线网状网络粘液菌子图构造平衡
Wireless Mesh NetworkSlime MoldsSubgragh ConstructionBalance
郝建军,张赛男.基于粘液菌算法的子图构造算法的研究[EB/OL].(2013-11-20)[2025-08-21].http://www.paper.edu.cn/releasepaper/content/201311-366.点此复制
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