基于直觉模糊层次分析法的空中目标威胁评估
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摘要
针对目标威胁评估方法中过分依赖专家评判,并且无法较好表示评价指标间关系的问题,提出了基于直觉模糊层次分析法的空中目标威胁评估方法。通过构建评估指标体系,运用直觉模糊数刻画指标间的相互关系,结合层次分析法有机结合定性指标与定量数据,从而对空中目标的威胁程度进行分析评估。通过仿真实例,验证了方法的有效性和可行性。
Aiming at the problem that the target threat assessment method relies too much on expert evaluation and can not better represent the relationship between evaluation indicators, an airborne target threat assessment method based on intuitionistic fuzzy analytic hierarchy process was proposed. Through the construction of the evaluation index system, the intuitionistic fuzzy number was used to describe the relationship between the indicators, and the analytic hierarchy process was combined with qualitative indicators and quantitative data to analyze and evaluate the threat degree of the air target. The effectiveness and feasibility of the method were verified by simulation examples.
Aiming at the problem that the target threat assessment method relies too much on expert evaluation and can not better represent the relationship between evaluation indicators, an airborne target threat assessment method based on intuitionistic fuzzy analytic hierarchy process was proposed. Through the construction of the evaluation index system, the intuitionistic fuzzy number was used to describe the relationship between the indicators, and the analytic hierarchy process was combined with qualitative indicators and quantitative data to analyze and evaluate the threat degree of the air target. The effectiveness and feasibility of the method were verified by simulation examples.
引文
[1]张银燕,李弼程,崔家玮.基于云贝叶斯网络的目标威胁评估方法[J].计算机科学,2013,40(10):127-131.
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[4]ZHANG Kun,KONG Weiren,LIU Peipei,et al.Assessment and sequencing of air target threat based on intuitionistic fuzzy entropy and dynamic VIKOR[J].Journal of Systems Engineering and Electronics,2018,29(2):305-310.
[5]赵英时.遥感应用分析原理与方法[M].北京:科学出版社,2003.
[6]徐泽水.直觉模糊信息集成理论及应用[M].北京:科学出版社,2008.
[7]WANG Jianqiang,ZHANG Hongyu.Multicriteria decision-making approach based on Atanassov's intuitionistic fuzzy sets with incomplete certain information on weights[J].IEEE Trans on Fuzzy Systems,2013,21(3):510-515.
[8]HE Yingdong,HE Zhen,CHEN Huayou.Intuitionistic fuzzy interaction Bonferroni means and its application to multiple attribute decision making[J].IEEE Trans on Cybernetics,2015,45(1):116-128.
[9]高红云,王超,哈明虎.直觉模糊层次分析法[J].河北工程大学学报(自然科学版),2011,28(4):101-105.
[10]XU Zeshui,LIAO Huchang.Intuitionistic fuzzy analytic hierarchy process[J].IEEE Trans on Fuzzy Systems,2014,22(4):749-761.
[11]Saaty T L.The analytic hierarchy process[M].New York:McGraw-Hill,1980.
[2]陈毓昕.基于数据融合的机载多传感器目标威胁评估[D].上海:上海交通大学,2013.
[3]孔尚萍,张海瑞,廖选平,等.基于AHP与熵权法的空中目标威胁评估方法[J].战术导弹技术,2018(1):79-84.
[4]ZHANG Kun,KONG Weiren,LIU Peipei,et al.Assessment and sequencing of air target threat based on intuitionistic fuzzy entropy and dynamic VIKOR[J].Journal of Systems Engineering and Electronics,2018,29(2):305-310.
[5]赵英时.遥感应用分析原理与方法[M].北京:科学出版社,2003.
[6]徐泽水.直觉模糊信息集成理论及应用[M].北京:科学出版社,2008.
[7]WANG Jianqiang,ZHANG Hongyu.Multicriteria decision-making approach based on Atanassov's intuitionistic fuzzy sets with incomplete certain information on weights[J].IEEE Trans on Fuzzy Systems,2013,21(3):510-515.
[8]HE Yingdong,HE Zhen,CHEN Huayou.Intuitionistic fuzzy interaction Bonferroni means and its application to multiple attribute decision making[J].IEEE Trans on Cybernetics,2015,45(1):116-128.
[9]高红云,王超,哈明虎.直觉模糊层次分析法[J].河北工程大学学报(自然科学版),2011,28(4):101-105.
[10]XU Zeshui,LIAO Huchang.Intuitionistic fuzzy analytic hierarchy process[J].IEEE Trans on Fuzzy Systems,2014,22(4):749-761.
[11]Saaty T L.The analytic hierarchy process[M].New York:McGraw-Hill,1980.