A general conflict analysis model based on three-way decision

被引：53
作者：
Lang, Guangming [1 ,2 ]
机构：
[1] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410114, Hunan, Peoples R China
[2] Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada
来源：
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | 2020年 / 11卷 / 05期
基金：
中国国家自然科学基金;
关键词：
Conflict analysis; Three-valued situation table; Three-way decision; Trisection; ROUGH SET; CONCEPT LATTICE;
D O I：
10.1007/s13042-020-01100-y
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：1083 / 1094
页数：12
相关论文
共 55 条
[1]   Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets [J].
Azam, Nouman ;
Zhang, Yan ;
Yao, JingTao .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 261 (02) :704-714
[2]   Conflict analysis [J].
Deja, R .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2002, 17 (02) :235-253
[3]  
Deja R, 2003, STUD FUZZ SOFT COMP, V125, P211
[4]  
Fan Y, 2018, INT CONF SOFTW ENG, P522, DOI 10.1109/ICSESS.2018.8663729
[5]   Optimal scale selection in dynamic multi-scale decision tables based on sequential three-way decisions [J].
Hao, Chen ;
Li, Jinhai ;
Fan, Min ;
Liu, Wenqi ;
Tsang, Eric C. C. .
INFORMATION SCIENCES, 2017, 415 :213-232
[6]   L-fuzzy concept analysis for three-way decisions: basic definitions and fuzzy inference mechanisms [J].
He, Xiaoli ;
Wei, Ling ;
She, Yanhong .
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 9 (11) :1857-1867
[7]   Structured approximations as a basis for three-way decisions in rough set theory [J].
Hu, Mengjun ;
Yao, Yiyu .
KNOWLEDGE-BASED SYSTEMS, 2019, 165 :92-109
[8]   Three-way concept learning based on cognitive operators: An information fusion viewpoint [J].
Huang, Chenchen ;
Li, Jinhai ;
Mei, Changlin ;
Wu, Wei-Zhi .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2017, 83 :218-242
[9]   Three-way decision based on decision-theoretic rough sets with single-valued neutrosophic information [J].
Jiao, Li ;
Yang, Hai-Long ;
Li, Sheng-Gang .
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 11 (03) :657-665
[10]  
Lang G., 2019, IEEE T FUZZY SYST
123456