基于属性偏好的直觉模糊MAIRCA决策方法  

Intuitionistic Fuzzy MAIRCA Decision-Making Method Based on Attribute Preference

作　　者：朱模忠 徐雪晴 谢加良[1,2] 李凤 ZHU Mozhong;XU Xueqing;XIE Jialiang;LI Feng(College of Science,Jimei University,Xiamen 361021,China;Digital Fujian Institute of Big Data Modeling and Intelligent Computing,Jimei University,Xiamen 361021,China)

机构地区：[1]集美大学理学院,福建厦门361021 [2]集美大学数字福建大数据建模与智能计算研究所,福建厦门361021

出　　处：《长春师范大学学报》2024年第8期74-85,共12页Journal of Changchun Normal University

基　　金：国家自然科学基金面上项目“基于不确定性理论的工控网络安全主动防御理论与应用研究”(12271211)。

摘　　要：针对不确定信息环境下的应急决策问题,提出一种基于属性偏好的多属性理想现实比较分析法(MAIRCA)。首先,给出MAIRCA框架的一个新的直觉模糊扩展,并定义一种新的专家综合权重和属性偏好权重的计算方法;其次,考虑决策者对各决策属性的偏好信息,构建基于属性偏好的直觉模糊MAIRCA决策方法;再次,通过网络安全的应急决策算例,与现有的多属性决策方法(IF-AHP、IF-MARCOS、IF-TOPSIS、IF-BWM、IF-MAIRCA、IF-VIKOR)进行对比实验,实验结果验证了本文方法的合理性和有效性。最后,通过敏感性分析,动态调整属性权重,对备选方案进行重新排名,所得结果趋于一致性,说明该方法具有较强的鲁棒性。To tackle the problem of emergency decision making in uncertain information environment,a multi-attribute ideal reality comparison analysis(MAIRCA)based on attribute preferences is proposed.Firstly,we present an extended MAIRCA method using intuitionistic fuzzy sets,and define a new calculation method for expert comprehensive weight and attribute preference weight;Secondly,considering the decision-maker s preference information for each decision attribute,we establish an intuitionistic fuzzy MAIRCA decision-making method based on attribute preferences;Then,the proposed method compares with IF-AHP,IF-MARCOS,IF-TOPSIS,IF-BWM,IF-MAIRCA and IF-VIKOR by an example of emergency decision making for network security;Lastly,the alternatives are re-ranked with dynamically-adjusted attribute weights for sensitivity analysis,and the results obtained tend to be consistent,indicating that the proposed method has strong robustness.

关 键 词：应急决策 直觉模糊 多属性理想现实比较分析法 属性偏好 

分 类 号：TP309[自动化与计算机技术—计算机系统结构]