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A general conflict analysis model based on three-way decision
International Journal of Machine Learning and Cybernetics ( IF 3.1 ) Pub Date : 2020-03-02 , DOI: 10.1007/s13042-020-01100-y
Guangming Lang

In a three-valued situation table, researchers have investigated the relationship between two agents by using auxiliary and distance functions, and proposed several models of conflict analysis for trisecting the set of all pairs of agents. But we have not observed a unification of these conflict analysis models. In this paper, we introduce the concepts of conditional alliance and conflict evaluations of two agents towards a subset of issues. In the framework of three-way decision, we propose a general model of three-way conflict analysis, and study three levels of conflict between two agents. We illustrate that five models of conflict analysis for trisecting the set of all pairs of agents are special cases of the general model, and provide a deep insight into the models of conflict analysis based on three-way decision.

中文翻译:

基于三向决策的一般冲突分析模型

在三值情境表中,研究人员通过使用辅助函数和距离函数研究了两个代理之间的关系,并提出了用于将所有代理对分成三等分的几种冲突分析模型。但是我们还没有观察到这些冲突分析模型的统一。在本文中,我们针对两个问题的主体介绍了条件联盟和冲突评估的概念。在三向决策框架下,我们提出了三向冲突分析的通用模型,并研究了两个主体之间的三个冲突级别。我们说明了将所有三对主体的三等分的五个冲突分析模型是通用模型的特例,并提供了对基于三向决策的冲突分析模型的深入了解。
更新日期:2020-03-02
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