A hybrid optimisation algorithm based on GA algorithm and ACO algorithm improvements for routing selection in heterogeneous sensor networks

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A hybrid optimisation algorithm based on GA algorithm and ACO algorithm improvements for routing selection in heterogeneous sensor networks

机译：一种基于GA算法和ACO算法改进的混合优化算法在异构传感器网络中的路由选择

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Wireless sensor applications have been pushed to the forefront in recent years mostly owing to the advent of the internet of networks. Using genetic algorithms and ant colony optimisation algorithms, many achievements have been made on engineering design problems, but the results optimised by these methods are often not satisfied by wireless sensor applications. In this paper, GAAC, a hybrid routing algorithm, is designed aiming to the defects of simple genetic algorithm and ant colony algorithm. With improvement, simulation results show that GAAC has made great effects in convergence precision.

机译：近年来，由于网络互联网的出现，近年来，无线传感器应用已被推到最前沿。使用遗传算法和蚁群优化算法，在工程设计问题上取得了许多成就，但是通过这些方法优化的结果通常不满足无线传感器应用。本文设计了一种混合路由算法的Gaac，旨在旨在简单遗传算法和蚁群算法的缺陷。随着改进，仿真结果表明，GAAC对收敛精度产生了很大的影响。

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《International Journal of Embedded Systems》 |2020年第2期|共9页
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正文语种 eng
中图分类计算技术、计算机技术;
关键词
routing; clustering; genetic algorithm; improvement; sensor networks;

机译：路由;聚类;遗传算法;改进;传感器网络;

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专利

1. EAQR： An Energy-efficient ACO Based QoS Routing Algorithm in Wireless Sensor Networks [J] . WANG Jietai, XU Jiadong, XIANG Mantian 电子学报：英文版 . 2009,第001期
2. Load balancing strategy of heterogeneous wireless networks based on multi-hop routing algorithm of ad hoc network [J] . Pei Xuebing, Wang Qingping, Zhu Guangxi, 高技术通讯（英文版） . 2009,第001期
3. MULTIPLE ATTRIBUTE NETWORK SELECTION ALGORITHM BASED ON AHP AND SYNERGETIC THEORY FOR HETEROGENEOUS WIRELESS NETWORKS [J] . Zhang Lina, Zhu Qi 电子科学学刊（英文版） . 2014,第001期
4. Learning-based Power Efficient Routing Algorithms Balancing Network Lifetime and Packet Delay for Wireless Sensor Networks [J] . WU Wandeng, WU Wandeng, XU Deju, 电子学报：英文版 . 2009,第004期
5. A clustering routing algorithm based on wolf pack algorithm for heterogeneous wireless sensor networks [J] . Xiu-wu Y. U., Hao Y. U., Yong Liu, Computer networks . 2020,第Feba11期

机译：基于Wolf Pack算法的异构无线传感器网络聚类路由算法。
6. 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
7. Optimal reliable routing path selection in MANET through hybrid PSO-GA optimisation algorithm [J] . Sureddi Rama Koti Murali Krishna, Maha Bhashyam Narasimha Seeta Ramanath, Vasaparthi Kamakshi Prasad International journal of mobile network design and innovation . 2018,第4期

机译：通过混合PSO-GA优化算法在MANET中选择最佳可靠的路由路径
8. A trust based congestion aware hybrid Ant Colony Optimization algorithm for energy efficient routing in Wireless Sensor Networks (TC-ACO) [C] . Chakraborty Arpita, Ganguly Srinjoy, Karmakar Anupam, International Conference on Advanced Computing . 2013

机译：用于无线传感器网络（TC-ACO）中节能路由的基于信任的拥塞感知混合蚁群优化算法
9. Connectivity-Based Performance Analysis and Reliability Improvement Algorithms in Wireless Sensor, Mobile Networks and Smart-Grids [D] . Ban, Daehyun 2012

机译：无线传感器，移动网络和智能电网中基于连接性的性能分析和可靠性改进算法
10. Energy Efficient Hybrid Routing Protocol Based on the Artificial Fish Swarm Algorithm and Ant Colony Optimisation for WSNs [O] . Xinlu Li, Brian Keegan, Fredrick Mtenzi 2018

机译：基于人工鱼群算法和蚁群算法的无线传感器网络节能混合路由协议
11. A Trust Based Congestion Aware Hybrid Ant Colony Optimization Algorithm for Energy Efficient Routing in Wireless Sensor Networks (TC-ACO) [O] . Chakraborty, Arpita, Ganguly, Srinjoy, Naskar, Mrinal Kanti, 2013

机译：一种基于信任的拥塞感知混合蚁群优化算法用于无线传感器网络中的节能路由（TC-aCO）
12. Hybrid Time Synchronization Algorithm Based on Broadcast Sequencing for Wireless Sensor Networks. [R] . Park, S. C. 2014

机译：基于广播排序的无线传感器网络混合时间同步算法。

A hybrid optimisation algorithm based on GA algorithm and ACO algorithm improvements for routing selection in heterogeneous sensor networks

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