| 基于回归型支持向量机的空战目标威胁评估 |
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| 引用本文： | 郭辉,徐浩军,刘凌.基于回归型支持向量机的空战目标威胁评估[J].北京航空航天大学学报,2010,36(1):123-126. |
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| 作者姓名： | 郭辉 徐浩军 刘凌 |
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| 作者单位： | 空军工程大学工程学院,西安,710038;空军工程大学工程学院,西安,710038;空军工程大学工程学院,西安,710038 |
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| 基金项目： | 国家自然科学基金资助项目(70671106) |
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| 摘 要： | 空战目标威胁评估是协同多目标攻击中的关键问题.针对传统空战目标威胁评估方法在确定权重系数方面的不足,提出了一种新的基于回归型支持向量机的评估方法.在分析了现有的空战目标威胁评估方法中距离威胁模型存在缺陷的基础上,提出了改进的距离威胁模型.建立了基于回归型支持向量机的空战目标威胁评估模型,利用该模型对想定的空战目标进行了威胁评估.仿真结果表明,该方法具有很好的预测能力,可以快速、准确地完成空战目标威胁评估.
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| 关 键 词： | 空战 威胁评估 支持向量机 回归型支持向量机 |
| 收稿时间： | 2009-06-19 |
Target threat assessment of air combat based on support vector machines for regression |
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| Guo Hui,Xu Haojun,Liu Ling.Target threat assessment of air combat based on support vector machines for regression[J].Journal of Beijing University of Aeronautics and Astronautics,2010,36(1):123-126. |
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| Authors: | Guo Hui Xu Haojun Liu Ling |
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| Institution: | Engineering Institute, Air Force Engineering University, Xi-an 710038, China |
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| Abstract: | Target threat assessment method for air combat was a key problem of cooperative multiple target attack.Aiming at the deficiencies of traditional target threat assessment method for air combat in calculating the weights,a new assessment method based on support vector machines for regression was proposed.An improved distance threat model was proposed based on analyzing the existing target threat assessment methods for air combat which had disadvantages in distance threat model.The model of target threat asses... |
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| Keywords: | air combat threat assessment support vector machines support vector machines for regression |
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