Multi-target firepower allocation method based on improved genetic algorithm

Yuan Yuan, An Zhang

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

Aiming at the firepower allocation problem of strategic bomber in its multi-target attack, the optimal firepower allocation model is established based on the principle to obtain the maximum damage value of targets. Then the genetic algorithm (GA) is improved. A new genetic encoding method is proposed, by which the constraints of the firepower allocation problem can be included in each individual. Meanwhile the corresponding genetic operators of selection, crossover and mutation are designed and individuals will still meet the constraints after these genetic operations. Finally the inversion operator is introduced to enhance the local search ability of GA. Simulation results indicate that the proposed algorithm is a simple, accurate, effective and fast algorithm. Compared with simple GA (SGA) based on binary code and GA based on general decimal code (DGA), the solution quality and solving efficiency of the improved GA (IGA) are greatly increased.

源语言英语
主期刊名Proceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
出版商Institute of Electrical and Electronics Engineers Inc.
531-534
页数4
ISBN(电子版)9781479986460
DOI
出版状态已出版 - 20 11月 2015
活动7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015 - Hangzhou, Zhejiang, 中国
期限: 26 8月 201527 8月 2015

出版系列

姓名Proceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
1

会议

会议7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
国家/地区中国
Hangzhou, Zhejiang
时期26/08/1527/08/15

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