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不完备异构冲突信息系统中的极大一致联盟区间集族OA北大核心CSTPCD

Family of Maximal Consistent Alliance Interval Sets in Incomplete Heterogeneous Conflict Information System

中文摘要英文摘要

作为处理不确定性问题的有效工具,三支决策已被广泛应用于冲突分析研究中.然而,现有的三支冲突分析模型大多基于单一类型的冲突信息系统,难以应对实际应用中代理对议题具有多类型评价值和缺失值的情况.同时,已有联盟集的定义通常基于给定代理,即联盟集中的代理与给定代理具有联盟关系,但不一定两两联盟.为了解决这些问题,构建了基于不完备异构冲突信息系统的三支冲突分析模型,并提出了代理两两相关的极大一致联盟区间集族的定义及其构造算法.首先,通过定义代理不同类型评价值的支持度和反对度,将对单个议题单维度多类型评价值的不完备异构冲突信息系统转化为双维度同类型评价值的二维模糊不完备冲突信息系统.其次,通过定义代理之间的乐观与悲观距离函数,构造了基于代理的联盟、冲突、中立区间集.最后,定义了极大一致联盟区间集族,并利用极大团的枚举算法获取极大一致联盟区间集族.

As effective tools for dealing with uncertainty,three-way decision models have been widely applied in the study of conflict analysis.However,existing three-way conflict analysis models are mostly based on single-type conflict information systems,which fail to address the challenges of practical situations where agents may have missing or multiple types of ratings.Furthermore,the existing definitions of alliance sets are typically based on a given agent.Particularly,agents in an alliance set are allied to the given agent,but they are not necessarily allied with each other.To address these issues,this paper proposes a three-way conflict analysis model in an incomplete heterogeneous conflict information system.Additionally,this paper presents the definition and algorithm of a family of maximal consistent alliance interval sets,where agents are allied with each other.Firstly,the incomplete heteroge-neous conflict information system with single-dimensional multi-type ratings is transformed into a two-dimensional fuzzy incomplete conflict information system with two-dimensional single-type ratings.This is achieved by defining the support and opposition degrees for different rating types of agents.Secondly,the agent-based alliance,conflict,and neutral interval sets using optimistic and pessimistic distance functions between agents are defined.Finally,a family of maximal consistent alliance interval sets is defined and obtained by adopting the algorithm of maximal clique enumeration.

罗珺方;张硕;胡梦君

西南财经大学 计算机与人工智能学院,成都 611130||西南财经大学 新财经综合实验室,成都 611130西南财经大学 计算机与人工智能学院,成都 611130圣玛丽大学 数学与计算科学系,加拿大 哈利法克斯 B3H 3C3||湖南科技大学 数学与计算科学学院,湖南 岳阳 414015

计算机与自动化

三支决策冲突分析不完备异构信息系统极大团极大一致联盟区间集族

three-way decisionconflict analysisincomplete heterogeneous information systemmaximal cliquefamily of maximal consistent alliance interval sets

《计算机科学与探索》 2024 (005)

1232-1242 / 11

国家自然科学基金(62206228,62076040,61976130,62276217);教育部人文社会科学研究基金(21YJC630092);国家留学基金(202206985004). This work was supported by the National Natural Science Foundation of China(62206228,62076040,61976130,62276217),the Project of Humanities and Social Sciences of Ministry of Education of China(21YJC630092),and the Foundation of China Scholarship Council(202206985004).

10.3778/j.issn.1673-9418.2305081

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