Finite stage MDP method and algorithm for task allocation in UCAVS

Peng He, De Yun Zhou

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

Multi-UCAV (Unmanned Combat Air Vehicle) UAV operations task allocation is an important part of decision-making. It is also for solving a class of difficult combinatorial optimization problem for which there is no mature and high effective solving schemes. The problem of task allocation can be treated as grading sequence decision programming by Markov decision process (MDP), and the single integer coded method is used for current stage. The solution algorithm based on finite phase MDP is also proposed in the paper. The simulation results show that the computing rate and precision achieve well in solving multi-UCAV task allocation problem using this algorithm.

源语言英语
主期刊名Proceedings of the 2012 International Conference on Communication, Electronics and Automation Engineering
出版商Springer Verlag
1141-1147
页数7
ISBN(印刷版)9783642316975
DOI
出版状态已出版 - 2013

出版系列

姓名Advances in Intelligent Systems and Computing
181 AISC
ISSN(印刷版)2194-5357

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