An Elitism strategy based Genetic Algorithm for streaming pattern discovery in wireless sensor networks

Wei Cheng, Haoshan Shi, Xipeng Yin, Dong Li

科研成果: 期刊稿件文章同行评审

17 引用 (Scopus)

摘要

This letter presents a pattern discovery algorithm for multi-streams mining in wireless sensor networks. The algorithm adapts operators of Genetic Algorithm with Elitism Strategy into the iteration in tracking weights. We describe the algorithm, give the explanation of correctness, and evaluate its performance using simulation. We conclude that the proposed algorithm can reduce the reconstruction error, and decrease the number of hidden variables so it is more suitable for wireless sensor networks than the existing distributed algorithms.

源语言英语
文章编号5722075
页(从-至)419-421
页数3
期刊IEEE Communications Letters
15
4
DOI
出版状态已出版 - 4月 2011

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