基于改进TOPSIS灰色关联分析的舰船多属性威胁评估研究与应用

IF 0.6 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal of Digital Crime and Forensics Pub Date : 2022-11-30 DOI:10.4018/ijdcf.315288
D. Zang, Xinlei Sheng, Liya Wang, Aimin Yang, Tao Xue, Jie Li
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引用次数: 0

摘要

舰船空袭的多目标威胁评估是舰船防御作战中最迫切需要解决的问题之一。为了快速准确地评估目标威胁,提出了一种基于改进TOPSIS灰色关联分析的空袭多目标威胁评估方法。该方法建立了目标类型、抗干扰能力、航向角、高度、速度五种属性的威胁评估体系。将熵权法与层次分析法相结合,得到舰船各指标的权重系数。Topsis可以充分利用原始数据的信息,其结果可以准确反映各种评价方案之间的差距。采用改进的TOPSIS灰色关联度法计算待评价属性与正、负理想状态的加权马氏距离和综合灰色关联度。将两种方法结合得到待评估目标的威胁程度。最后通过实例验证了该评价模型的有效性。
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Research and Application of Warship Multiattribute Threat Assessment Based on Improved TOPSIS Gray Association Analysis
Multitarget threat evaluation of warship air attacks is one of the most urgent problems in warship defense operations. To evaluate the target threat quickly and accurately, an air attack multitarget threat evaluation method based on improved TOPSIS gray relational analysis is proposed. This method establishes threat assessment system of five attributes of target type, anti-jamming ability, heading angle, altitude, and speed. The weight coefficient of each index of the warship is obtained by combining the entropy weight method with the analytic hierarchy process. Topsis can make full use of the information of the original data, and its results can accurately reflect the gap between various evaluation schemes. The weighted Mahalanobis distance and comprehensive gray correlation between the attribute to be evaluated and the positive and negative ideal states are calculated by the improved TOPSIS gray correlation method. The target threat degree to be evaluated is obtained by combining the two methods. Finally, an example is given to prove the effectiveness of the evaluation model.
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来源期刊
International Journal of Digital Crime and Forensics
International Journal of Digital Crime and Forensics COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
2.70
自引率
0.00%
发文量
15
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