A Hybrid Genetic Routing Algorithm in Wireless Sensor Networks

机译：无线传感器网络中的混合遗传路由算法

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Wireless Sensor Networks (WSN) represent a new dimension in the field of networking. Through learning from the energy multi-path routing protocol of WSN and the hybrid genetic algorithm, this paper presents a novel routing protocol to find the optimal path. The Algorithm consists of two stages: single-parent evolution and population evolution. The initial population is formed in the stage of single-parent evolution by using gene pool, then the algorithm continues to the further evolution process, finally the best solution will be generated and saved in the popu-lation. The simulation results show that the algorithm is effective. It can optimize the network path, balance energy consumption of the network and extend the network life cycle.

机译：无线传感器网络（WSN）代表了网络领域的新领域。通过借鉴无线传感器网络的能量多径路由协议和混合遗传算法，提出了一种寻找最优路径的新颖路由协议。该算法包括两个阶段：单亲进化和种群进化。通过使用基因库在单亲进化阶段形成初始种群，然后该算法继续进行进一步的进化过程，最后将生成最佳解并将其保存在种群中。仿真结果表明该算法是有效的。它可以优化网络路径，平衡网络能耗并延长网络生命周期。

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来源
《Advances in wireless networks and information systems》|2009年|p.87-92|共6页
会议地点 Shanghai(CN);Shanghai(CN)
作者
Lejiang Guo; Bengwen Wang; Qian Tang;
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作者单位

Department of Control Science and Engineering Huazhong University of Science and Technology Wuhan,Hubei Province, China;

rnDepartment of Control Science and Engineering Huazhong University of Science and Technology Wuhan,Hubei Province, China;

rnDepartment of Control Science and Engineering Huazhong University of Science and Technology Wuhan,Hubei Province, China;

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原文格式 PDF
正文语种 eng
中图分类通信;计算机网络;
关键词
wireless sensor networks; routing protocol; network lifetime;

机译：无线传感器网络；路由协议；网络寿命;

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专利

1. Dynamic multi-objective routing algorithm: a multi-objective routing algorithm for the simple hybrid routing protocol on wireless sensor networks [J] . Valentini G., Abbas C.J.B., Villalba L.J.G., Communications, IET . 2010,第14期

机译：动态多目标路由算法：无线传感器网络上简单混合路由协议的多目标路由算法
2. Simulated annealing and genetic algorithm-based hybrid approach for energy-aware clustered routing in large-range multi-sink wireless sensor networks [J] . Kavitha A., Velusamy R. Leela International journal of ad hoc and ubiquitous computing . 2020,第2期

机译：基于模拟的退火和基于遗传算法的大范围多水槽无线传感器网络能量感知聚类路由的混合方法
3. APTEEN routing protocol optimization in wireless sensor networks based on combination of genetic algorithms and fruit fly optimization algorithm [J] . Wang Minghao, Wang Shubin, Zhang Bowen Ad hoc networks . 2020,第May期

机译：基于遗传算法和果蝇优化算法的组合的无线传感器网络中的APTEEN路由协议优化
4. Hybrid routing algorithm for wireless sensor networks by using improved genetic algorithm [C] . J. Deny, A. Sivanesh Kumar, N. Ragupathi Muthu, 2017 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing . 2017

机译：改进遗传算法的无线传感器网络混合路由算法
5. Multipath Routing for Wireless Sensor Networks: A Hybrid between Source Routing and Diffusion Techniques. [D] . Ebada, Mohamed. 2011

机译：无线传感器网络的多路径路由：源路由和扩散技术之间的混合。
6. A Hybrid Adaptive Routing Algorithm for Event-Driven Wireless Sensor Networks [O] . Carlos M. S. Figueiredo, Eduardo F. Nakamura, Antonio A. F. Loureiro 2009

机译：事件驱动的无线传感器网络的混合自适应路由算法
7. A Genetic Algorithm Based Minimal Maximal Load Tree Routing Algorithm in Wireless Sensor Networks [O] . Zhi Huang 2015

机译：基于遗传算法基于无线传感器网络的最小最大载荷树路由算法

A Hybrid Genetic Routing Algorithm in Wireless Sensor Networks

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