电子学报
電子學報
전자학보
ACTA ELECTRONICA SINICA
2014年
12期
2509-2514
,共6页
王毅%刘三阳%张文%王亚男
王毅%劉三暘%張文%王亞男
왕의%류삼양%장문%왕아남
直觉模糊集%区间判断矩阵%多属性决策%威胁评估
直覺模糊集%區間判斷矩陣%多屬性決策%威脅評估
직각모호집%구간판단구진%다속성결책%위협평고
intuitionistic fuzzy sets%interval judgment matrix%multiple-attribute decision%threat assessment
在直觉模糊集的框架下,重点研究了目标属性值为区间数且权重完全未知,决策者对方案具有偏好信息的问题,提出一种属性权重不确定的直觉模糊多属性决策的威胁评估方法。首先,针对上述问题,建立了直觉模糊区间判断矩阵,给出了目标属性为区间数的指标值规范化处理方法;其次,分析了决策者对方案中所涉及的目标属性、属性权重及决策者权威度,建立了群决策的方案偏好模型;再次,针对目标属性值在某一区间内变化的特点,给出了直觉模糊区间值的接近度与理想解的定义,建立了最优属性权重约束优化模型;最后,以典型的威胁评估实例验证了该方法可同时反映主观和客观信息对目标威胁评估的影响,可有效避免因部分传感器失效或受外界环境因素影响以及决策者主观经验所带来的偏差,实际目标威胁评估结果验证了该方法的优越性。
在直覺模糊集的框架下,重點研究瞭目標屬性值為區間數且權重完全未知,決策者對方案具有偏好信息的問題,提齣一種屬性權重不確定的直覺模糊多屬性決策的威脅評估方法。首先,針對上述問題,建立瞭直覺模糊區間判斷矩陣,給齣瞭目標屬性為區間數的指標值規範化處理方法;其次,分析瞭決策者對方案中所涉及的目標屬性、屬性權重及決策者權威度,建立瞭群決策的方案偏好模型;再次,針對目標屬性值在某一區間內變化的特點,給齣瞭直覺模糊區間值的接近度與理想解的定義,建立瞭最優屬性權重約束優化模型;最後,以典型的威脅評估實例驗證瞭該方法可同時反映主觀和客觀信息對目標威脅評估的影響,可有效避免因部分傳感器失效或受外界環境因素影響以及決策者主觀經驗所帶來的偏差,實際目標威脅評估結果驗證瞭該方法的優越性。
재직각모호집적광가하,중점연구료목표속성치위구간수차권중완전미지,결책자대방안구유편호신식적문제,제출일충속성권중불학정적직각모호다속성결책적위협평고방법。수선,침대상술문제,건립료직각모호구간판단구진,급출료목표속성위구간수적지표치규범화처리방법;기차,분석료결책자대방안중소섭급적목표속성、속성권중급결책자권위도,건립료군결책적방안편호모형;재차,침대목표속성치재모일구간내변화적특점,급출료직각모호구간치적접근도여이상해적정의,건립료최우속성권중약속우화모형;최후,이전형적위협평고실례험증료해방법가동시반영주관화객관신식대목표위협평고적영향,가유효피면인부분전감기실효혹수외계배경인소영향이급결책자주관경험소대래적편차,실제목표위협평고결과험증료해방법적우월성。
Under the framework of IFS(Intuitionistic Fuzzy Sets),aiming at the situation that targets’attributes are interval value,the weights are totally unknown,and decision-makers have preference information,a threat assessment method with uncertain attribute weight based on intuitionistic fuzzy multi-attribute decision is proposed .Firstly,based on the above-mentioned problem,in-tuitionistic fuzzy interval judgment matrix is set up,and a standard interval value index processing method is put forward;secondly, by analyzing the target attribute,attribute weight,and decision-makers’authority degree in project,the preference project model in group decision making is finally constructed;thirdly,according to the attribute’s variety character in interval value,the definition of intuitionistic fuzzy interval value’s similarity and ideal resolve is given,and the optimization attribute weight restriction model is built up;lastly,some typical threat assessment examples are cited to verify that the method can reflect the influence of both subjec-tive and objective information,which can avoid the deviation caused by sensor invalidation,outside environment’s effect,or deci-sion-makers’subjective experience .Finally,the superiority of the method is proved by the threat assessment of some typical targets .