Three-Way Decisions Based on Intuitionistic Fuzzy Sets

被引:9
作者
Yang, Xiaoping [1 ,2 ]
Tan, Anhui [1 ,2 ]
机构
[1] Zhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Zhejiang, Peoples R China
[2] Key Lab Oceanog Big Data Min & Applicat Zhejiang, Zhoushan 316022, Zhejiang, Peoples R China
来源
ROUGH SETS, IJCRS 2017, PT II | 2017年 / 10314卷
基金
中国国家自然科学基金;
关键词
Intuitionistic fuzzy sets; Incomplete information systems; Three-way decisions; Rough sets; THEORETIC ROUGH SETS; INCOMPLETE INFORMATION-SYSTEMS; MODEL; CLASSIFICATION; KNOWLEDGE; RULES;
D O I
10.1007/978-3-319-60840-2_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The intuitionistic fuzzy set is introduced to incomplete information systems, in which the membership and non-membership degrees that an object belongs to a concept are constructed by the rough set approximations based on similarity relation. Then, by combining the intuitionistic fuzzy set and three-way decisions, we proposed two evaluation functions to generate decision rules and make three-way decisions in incomplete information systems.
引用
收藏
页码:290 / 299
页数:10
相关论文
共 33 条
  • [1] [Anonymous], CS8523 U REG DEP COM
  • [2] INTUITIONISTIC FUZZY-SETS
    ATANASSOV, KT
    [J]. FUZZY SETS AND SYSTEMS, 1986, 20 (01) : 87 - 96
  • [3] Azam Nouman, 2012, Rough Sets and Knowledge Technology. Proceedings of the 7th International Conference, RSKT 2012, P399, DOI 10.1007/978-3-642-31900-6_49
  • [4] Intuitionistic fuzzy rough sets: at the crossroads of imperfect knowledge
    Cornelis, C
    De Cock, M
    Kerre, EE
    [J]. EXPERT SYSTEMS, 2003, 20 (05) : 260 - 270
  • [5] Probabilistic Rule Induction with the LERS Data Mining System
    Grzymala-Busse, Jerzy W.
    Yao, Yiyu
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2011, 26 (06) : 518 - 539
  • [6] Game-Theoretic Rough Sets
    Herbert, Joseph P.
    Yao, JingTao
    [J]. FUNDAMENTA INFORMATICAE, 2011, 108 (3-4) : 267 - 286
  • [7] Jena SP., 2002, Notes Intuitionistic Fuzzy Sets, V8, P1
  • [8] Rules in incomplete information systems
    Kryszkiewicz, M
    [J]. INFORMATION SCIENCES, 1999, 113 (3-4) : 271 - 292
  • [9] Rough set approach to incomplete information systems
    Kryszkiewicz, M
    [J]. INFORMATION SCIENCES, 1998, 112 (1-4) : 39 - 49
  • [10] Risk Decision Making Based on Decision-theoretic Rough Set: A Three-way View Decision Model
    Li, Huaxiong
    Zhou, Xianzhong
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2011, 4 (01) : 1 - 11