| 空战多目标模糊聚类算法研究 |
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| 引用本文： | 张堃,周德云. 空战多目标模糊聚类算法研究[J]. 计算机工程与应用, 2009, 45(28): 236-239. DOI: 10.3778/j.issn.1002-8331.2009.28.071 |
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| 作者姓名： | 张堃 周德云 |
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| 作者单位： | 西北工业大学 电子信息学院，西安 710072 |
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| 摘 要： | 针对传统多机多目标攻击不易解算攻击任务分配,且计算量大的问题,提出基于划分的多目标模糊聚类算法,该算法根据目标属性的相似性进行多目标分类,可以有效地降低多目标任务分配解算维数,减少运算量,提高解算速度。采用FCM算法以及改进FCM算法度量方式构成的其他各个不同算法,建立空战多目标模糊聚类数学模型,对两组不同数据进行仿真分析,得到不同情况下的各算法的优劣性及适用性。
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| 关 键 词： | 划分 模糊聚类 模糊C均值 度量方式 多目标 |
| 收稿时间： | 2008-05-27 |
| 修稿时间： | 2008-9-18 |
Study on multi-target fuzzy partitional duster algorithm in air combat |
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| ZHANG Kun,ZHOU De-yun. Study on multi-target fuzzy partitional duster algorithm in air combat[J]. Computer Engineering and Applications, 2009, 45(28): 236-239. DOI: 10.3778/j.issn.1002-8331.2009.28.071 |
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| Authors: | ZHANG Kun ZHOU De-yun |
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| Affiliation: | Department of Electronic Information，Northwestern Polytechnical University，Xi’an 710072，China |
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| Abstract: | The method of fuzzy partitional cluster algorithm is applied to classify the multi-target in the air combat，to be aimed at the shortcoming of traditional algorithm in calculating attack strategy difficultly.This algorithm reduces the computational complexity，and raises the operating speed by considering multi-target as a whole.Finally，multi-target colonies attack mathematical model is established，and uses the FCM（Fuzzy C-means） algorithm and improves FCM algorithm with different metrics based on two different multi-targets data，and divides them into several colonies according to the simulation in different targets.The simulation result indicates the algorithm’s validity and applicability in different situation. |
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| Keywords: | partition fuzzy cluster Fuzzy C-Means（FCM） metric multi-target |
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