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Design and Simulation of Routing Algorithm for Mobile Agents in WSNs Based on Genetic Algorithm

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Information Engineering and Applications

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 154))

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Abstract

In this paper, by analyzing the advantages and disadvantages of other algorithms, introduced genetic algorithm, using the node number sequence encoding, realize the target region full access to all nodes on the premise of no information loss, and overcome the defect of traditional algorithm in difficult to collect complete information; When determine the connectivity between nodes, using the method of transmitting radius R, more suitable for the random distribution characteristics of wireless sensor network node, it has more general application, as well as better adaptability. On this basis, experimental results demonstrate its effectiveness.

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References

  1. Li Jian-Zhong, Li Jin-Bao, Shi Sheng-Fei. Concepts, Issues and Advance of Sensor Networks and Data Management of Sensor Networks. Journal of Software, 2009, 14(10), 1717–1727

    Google Scholar 

  2. Li Xian-yang, Luo Yan-mei. Application of Adaptive Genetic Algorithm in Multimodality Image Registration. Research and Exploraiton in Laboratory, 2010, 29(11), 270–272

    Google Scholar 

  3. Zhou Ji-liang, Li Cai-xia. Multi-path routing optimization for wireless sensor networks based on genetic algorithm. Joumal of Computer Applications, 2009, 29(02), 521–524

    Google Scholar 

  4. Min Lin, Guo Zhengwei, LI Zhiyuan. An energy-efficient coverage scheme for wireless sensor networks by genetic algorithm. Huazhong Univ. of Sci. & Tech. (Natural Science Edition), 2010, 38(03), 53–56

    Google Scholar 

  5. Zhang Jing-zhao, Jiang Tao. Improved adaptive genetic algorithm. Computer Engineering and Applications, 2010, 46(11), 53–55

    Google Scholar 

  6. Zhang Jun. Computational Intelligence. Beijing: Tsinghua University Press, 2009

    Google Scholar 

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Correspondence to Zhenqiu Liang .

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© 2012 Springer-Verlag London Limited

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Liang, Z. (2012). Design and Simulation of Routing Algorithm for Mobile Agents in WSNs Based on Genetic Algorithm. In: Zhu, R., Ma, Y. (eds) Information Engineering and Applications. Lecture Notes in Electrical Engineering, vol 154. Springer, London. https://doi.org/10.1007/978-1-4471-2386-6_31

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  • DOI: https://doi.org/10.1007/978-1-4471-2386-6_31

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-4471-2385-9

  • Online ISBN: 978-1-4471-2386-6

  • eBook Packages: EngineeringEngineering (R0)

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