Ant colony optimization for sensor management

Yong Yu, Lei Guo, Liang Chen, Yan Fang Che

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

This paper presents a novel algorithm based on ant colony optimization for solving the sensor management problem. First, we establish a two dimension node graph representation of the problem along which the ant can move properly to construct candidate solutions. Then a dynamic heuristic ant colony optimization (DHACO) algorithm is exploited according to the graph representation. The main novel idea of DHACO is using the dynamic visibility to update the heuristic measures on each edge with the traverse process of the ant, which intends to build the optimal candidate solution properly according to the constraint of SM. We also analyze the convergence and reliability of the algorithm, the experimental results manifest the effectiveness of our approach.

源语言英语
主期刊名2007 IEEE International Conference on Control and Automation, ICCA
出版商Institute of Electrical and Electronics Engineers Inc.
576-580
页数5
ISBN(印刷版)1424408180, 9781424408184
DOI
出版状态已出版 - 2007
活动2007 IEEE International Conference on Control and Automation, ICCA - Guangzhou, 中国
期限: 30 5月 20071 6月 2007

出版系列

姓名2007 IEEE International Conference on Control and Automation, ICCA

会议

会议2007 IEEE International Conference on Control and Automation, ICCA
国家/地区中国
Guangzhou
时期30/05/071/06/07

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