A lattice-theoretic model of three-way conflict analysis

被引:3
|
作者
Yang, Han [1 ,2 ]
Yao, Yiyu [2 ]
Qin, Keyun [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Math, Chengdu 611756, Sichuan, Peoples R China
[2] Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada
基金
加拿大自然科学与工程研究理事会; 中国国家自然科学基金;
关键词
MS.F-bilattice; Three-way decision; Three-way conflict analysis; ROUGH SET; DECISION; RESOLUTION; ALLIANCE;
D O I
10.1016/j.knosys.2024.111470
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Pawlak conflict analysis uses a three -valued situation table for representing the ratings of a set of agents on a set of issues. This paper examines a lattice -theoretic basis of three-way conflict analysis. Qualitatively, we adopt a triangle, namely, an MS.F-bilattice, to characterize the structures of agents ratings, which gives an intuitive and effective tool for ordering a single agent and a pair of agents. We consider a strength ordering and a rating ordering to construct MS.F-bilattices. By applying the principles of three-way decision as thinking in threes, we trisect, according to the rating ordering, the nine pairs of ratings into three regions: potential opposition (PO), potential conflict (PC), and potential support (PS) regions. For each region, according to the strength ordering, we construct the weak, medium, and strong three subregions. Quantitatively, we introduce opposition -alliance and support -alliance measures based on the rating ordering for one issue to trisect these pairs of ratings into PO, PC, and PS regions. We study opposition strength, conflict strength, and support strength measures based on strength ordering for one issue to trisect each of the three regions into three subregions. Finally, we extend the five types of measures for a set of issues. The lattice -theoretic model of three-way conflict analysis clarifies the semantics of pairs of ratings by two agents and gives a different perspective on trisection methods in conflict analysis. To demonstrate the value of the proposed methods, we analyze a case study of the development planning of the Gansu Province of China.
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页数:13
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