On two novel types of three-way decisions in three-way decision spaces

被引:51
|
作者
Hu, Bao Qing [1 ,3 ]
Wong, Heung [2 ]
Yiu, Ka-fai Cedric [2 ]
机构
[1] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China
[2] Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
[3] Wuhan Univ, Computat Sci Hubei Key Lab, Wuhan 430072, Peoples R China
基金
中国国家自然科学基金;
关键词
Partially ordered sets; Fuzzy sets; Interval-valued fuzzy sets; Rough sets; Three-way decision spaces; Three-way decisions; THEORETIC ROUGH SET; ATTRIBUTE REDUCTION; FUZZY; MODEL;
D O I
10.1016/j.ijar.2016.12.007
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to explore a unified theory of three-way decisions proposed by Yao, Hu introduced three-way decision spaces through an axiomatic method, established the corresponding three-way decisions, and proposed two open problems on the changes of decision parameters in definition of three-way decisions. For answering these two questions, this paper firstly discusses the parameter changes in the assumptions from 0 <= beta < alpha <= 1 to 0 <= beta <= alpha <= 1 and inequality E(A)(x) <= beta in the rejection region is replaced by E(A)(x) < beta. Under the circumstance, this paper introduces new type of three-way decisions in three-way decision spaces and discusses properties of the three-way decisions, lower and upper approximations induced by three-way decisions, aggregation three-way decisions over multiple three-way decision spaces and dynamic three-way decisions on three-way decision spaces. Then this paper discusses another question on refusal decision region when the uncertain region is defined by using inequality beta < E(A)(x) < alpha and gives one example to illustrate the similarity and difference among these three-way decisions based on three-way decision spaces. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:285 / 306
页数:22
相关论文
共 50 条
  • [1] Three-way decisions based on hesitant sets over three-way decision spaces
    Jin, Chengyong
    Hu, Bao Qing
    [J]. INFORMATION SCIENCES, 2023, 647
  • [2] Three-way decisions space and three-way decisions
    Hu, Bao Qing
    [J]. INFORMATION SCIENCES, 2014, 281 : 21 - 52
  • [3] Three-Way Decisions and Three-Way Clustering
    Yu, Hong
    [J]. ROUGH SETS, IJCRS 2018, 2018, 11103 : 13 - 28
  • [4] Three-way decisions based on semi-three-way decision spaces
    Hu, Bao Qing
    [J]. INFORMATION SCIENCES, 2017, 382 : 415 - 440
  • [5] Three-way decisions based on bipolar-valued fuzzy sets over three-way decision spaces
    Hu, Bao Qing
    [J]. INFORMATION SCIENCES, 2024, 656
  • [7] Three-way decisions in ordered decision system
    Liu, Dun
    Liang, Decui
    [J]. KNOWLEDGE-BASED SYSTEMS, 2017, 137 : 182 - 195
  • [8] A Three-way Decisions Model for Decision Tables
    Yin, Linzi
    Xu, Xuemei
    Ding, Jiafeng
    Jiang, Zhaohui
    Sun, Kehui
    [J]. 2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 258 - 263
  • [9] Three-way decision on two universes
    Li, Xiaonan
    Sun, Qianqian
    Chen, Hongmei
    Yi, Huangjian
    [J]. INFORMATION SCIENCES, 2020, 515 : 263 - 279
  • [10] The aggregation of multiple three-way decision spaces
    Hu, Bao Qing
    Wong, Heung
    Yiu, Ma Fai Cedric
    [J]. KNOWLEDGE-BASED SYSTEMS, 2016, 98 : 241 - 249