Research on the Air Combat Countermeasure Generation Based on Improved TIMS Model

The real-time generation and auxiliary decision-making of air combat countermeasures are the main aspects of air combat countermeasures research. Aiming at the characteristics of Tactical Immune Maneuver System model that is easy to fall into local optimum and unstable convergence speed, this paper...

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Veröffentlicht in:Journal of physics. Conference series 2018-08, Vol.1069 (1), p.12039
Hauptverfasser: Ji, Huiming, Yu, Minjian, Han, Qisong, Yang, Jiayi
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Sprache:eng
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Zusammenfassung:The real-time generation and auxiliary decision-making of air combat countermeasures are the main aspects of air combat countermeasures research. Aiming at the characteristics of Tactical Immune Maneuver System model that is easy to fall into local optimum and unstable convergence speed, this paper proposes an improved TIMS model, which combines sequential association data mining with TIMS model to generate air combat countermeasures, making the air combat countermeasures generate faster and the results more reliable. Finally, the validity of the improved model is verified by analysis of examples.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1069/1/012039