Abstract:Under the condition of information technology,there is a high degree of uncertainty in the combat environment of manned/unmanned aerial vehicle formation;so how to evaluate the threat of targets quickly and efficiently becomes an urgent problem to be solved.In the framework of intuitionistic fuzzy sets,researching the satiation that decision makers with preference information on alternatives,the target attribute value is interval number and weight is unknown,a threat assessment method with unknown attribute weight optimized by QABC (Quantum Artificial Bee Colony) optimization algorithm is proposed based on IFMADM (Intuitionistic Fuzzy Multi-Attribute Decision Making).Firstly,preference model is constructed;secondly,the optimization model of optimal attribute weights is established considering the objective optimization taxis and preference information of decision maker synthetically,making attribute weights more reasonably reflect the actual situation by QABC optimization algorithm.Finally,the effectiveness of the proposed method is demonstrated by an example of formation threat to ground attack.
[1] TACC.Владимир Михеев:Истребитель 6-го Поколения Вооружат Электромагнитными Пушками Подробнее На[OL].http://tass.ru/opinions/interviews/3440871,2016-07-11/2017-03-15. TACC.Владимир Михеев:The fighter of the 6th generation will be armed with electromagnetic cannons.[OL].http://tass.ru/opinions/interviews/3440871,2016-07-11/2017-03-15.(in Russian)
[2] Kris OSBORN.The U S Air Force Wants to Build Killer 'Swarms'[OL].http://nationalinterest.org/,2016-10-11/2017-03-15.
[3] LLINAS J,HALL D L.An introduction to multi-sensor data fusion[A].Proceedings of the 1998 IEEE International Symposium on Circuits & Systems[C].New York:ISCAS,2002,6(1):537-540.
[4] STEINBERG A N,BOWMAN C L,WHITE F E.Revisions to the JDL data fusion model[A].Proceedings of Society of Photo-Optical Instrumentation Engineers (SPIE)[C].Orlando FL,1999,37(19):430-441.
[5] 王改革,郭立红,段红,等.基于Elman-AdaBoost强预测器的目标威胁评估模型及算法[J].电子学报,2012,40(5):901-906. WANG Gai-ge,GUO Li-hong,DUAN Hong,et al.The model and algorithm for target threat assessment based on Elman-AdaBoost strong predictor[J].Acta Electronica Sinica,2012,40(5):901-906.(in Chinese)
[6] 刘跃峰,陈哨东,赵振宇,等.基于FBNs的有人机/UCAV编队对地攻击威胁评估[J].系统工程与电子技术,2012,34(8):1636-1639. LIU Yue-feng,CHEN Shao-dong,ZHAO Zhen-yu,et al.Threat assessment of manned/unmanned combat aerial vehicle formation air-to-ground attack based on FBNs[J].Systems Engineering and Electronics,2012,34(8):1636-1639.(in Chinese)
[7] 陈洁钰,姚佩阳,王勃,等.基于结构熵和IGSO-BP算法的动态威胁评估[J].系统工程与电子技术,2015,37(5):1076-1083. CHEN Jie-yu,YAO Pei-yang,WANG Bo,et al.Dynamic threat assessment based on structure entropy and IGSO-BP algorithm[J].Systems Engineering and Electronics,2015,37(5):1076-1083.(in Chinese)
[8] 袁学海,李洪兴,杨雪.基于模糊变换的模糊系统和模糊推理建模法[J].电子学报,2013,41(4):674-680. YUAN Xue-hai,LI Hong-xing,YANG Xue.Fuzzy system and fuzzy inference modeling method based on fuzzy transformation[J].Acta Electronica Sinica,2013,41(4):674-680.(in Chinese)
[9] 王毅,刘三阳,张文,等.属性权重不确定的直觉模糊多属性决策的威胁评估方法[J].电子学报,2014,42(12):2509-2514. WANG Yi,LIU San-yang,ZHANG Wen,et al.Threat assessment method with uncertain attribute weight based on intuitionistic fuzzy multi-attribute decision[J].Acta Electronica Sinica,2014,42(12):2509-2514.(in Chinese)
[10] Behnam VAHDANI,S Meysam MOUSAVI,R Tavakkoli MOGHADDAM.A new design of the elimination and choice translating reality method for multi-criteria group decision in an intuitionistic fuzzy environment[J].Applied Mathematical Modeling,2013,37(3):1781-1799.
[11] 钟赟,姚佩阳,孙昱.有人/UCAV编队协同作战决策分配方法[J].系统工程理论与实践,2016,36(11):2984-2992. ZHONG Yun,YAO Pei-yang,SUN Yu.Decision-making allocation method in manned/unmanned combat aerial vehicle cooperative engagement[J].Systems Engineering-Theory & Practice,2016,36(11):2984-2992.(in Chinese)
[12] 徐泽水.求解不确定多属性决策问题的一种新方法[J].系统工程学报,2002,17(2):177-181. XU Ze-shui.New method for uncertain multi-attribute decision making problems[J].Journal of Systems Engineering,2002,17(2):177-181.(in Chinese)
[13] AMIRA B,AMER D,SALIM C.A quantum-inspired artificial bee colony algorithm for numerical optimization[A].Proceedings of the 2013 Eleventh International Symposium on Programming and Systems (ISPS)[C].Algiers:ISPS,2013.81-88.
[14] 魏世孝,周献中.多属性决策理论方法及其在C3I系统中的应用[M].北京:国防工业出版社,1998. WEI Shi-xiao,ZHOU Xian-zhong.Theory and Method of Multi Attribute Decision Making and Application on C3I System[M].Beijing:Industry Publishing Company of National Defense,1998.(in Chinese)
[15] 李德清,韩国柱,曾文艺,等.基于布尔矩阵的区间数排序方法[J].控制与决策,2016,31(4):629-634. LI De-qing,HAN Guo-zhu,ZENG Wen-yi,et al.Ranking method of interval numbers based on Boolean matrix[J].Control and Decision,2016,31(4):629-634.(in Chinese)