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An improved discrete Shuffled Frog Leaping Algorithm for cooperative multi-target assignment of BVR air combat

  • Northwestern Polytechnical University Xian

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

4 引用 (Scopus)

摘要

Multi-Target assignment is an important tactical factor of BVR (Beyond Visual Range) air combat. Based on the analysis of the basic Shuffled Frog Leaping Algorithm (SFLA), an Improved Discrete Shuffled Frog Leaping Algorithm is proposed to solve the problem of multi-target assignment in BVR air combat. The threat evaluation function and the multi-target assignment model of BVR air combat are established. The new SFLA adopts adaptive Strategy of Evolution Capability Control to update the subpopulations, which can avoid trapping into local extremum. In order to improve population diversity and speed up the convergence, the Strategy of Difference Disturbance is proposed. Simulation results indicate that the Improved Discrete SFLA is feasible and more effective when compared with other algorithm in finding out the multi-target assignment scenario.

源语言英语
主期刊名2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
出版商Institute of Electrical and Electronics Engineers Inc.
页686-691
页数6
ISBN(电子版)9781479952748
DOI
出版状态已出版 - 15 12月 2014
活动2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014 - Guilin, Guangxi, 中国
期限: 5 8月 2014 → 8 8月 2014

丛书

姓名2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

会议

会议2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
国家/地区中国
市Guilin, Guangxi
时期5/08/14 → 8/08/14

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