On Selection of Relevant Fuzzy Implications in Approximate Reasoning

被引：0
|
作者：
Suraj, Zbigniew [1 ]
机构：
[1] Univ Rzeszow, Fac Math & Nat Sci, Rzeszow, Poland
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT SYSTEMS AND INFORMATICS 2018 | 2019年 / 845卷
关键词：
Fuzzy implication; Fuzzy production rule; Knowledge representation; Approximate reasoning; Intelligent system; Rule-based system;
D O I：
10.1007/978-3-319-99010-1_19
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper describes a methodology for selecting relevant fuzzy implications in forward and backward reasoning. The proposed methodology is based on the functional representation of fuzzy implications and dependencies between fuzzy implications. This can be useful for the design of an inference engine based on the rule knowledge for a given rule-based system.
引用
收藏
页码：208 / 218
页数：11
相关论文
共 50 条
  • [1] AN ALGEBRAIC FUZZY STRUCTURE FOR APPROXIMATE REASONING
    GISOLFI, A
    FUZZY SETS AND SYSTEMS, 1992, 45 (01) : 37 - 43
  • [2] Approximate reasoning with generalized orthopair fuzzy sets
    Yager, Ronald R.
    Alajlan, Naif
    INFORMATION FUSION, 2017, 38 : 65 - 73
  • [3] Fuzzy Approximate Reasoning: Logic, Intuition or Comparison?
    Cross, Valerie V.
    2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2016, : 1308 - 1315
  • [4] Bidirectional approximate reasoning based on interval-valued fuzzy sets
    Chen, SM
    Hsiao, WH
    Jong, WT
    FUZZY SETS AND SYSTEMS, 1997, 91 (03) : 339 - 353
  • [5] Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems
    Suraj, Zbigniew
    ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS, 2012, 322 : 33 - 42
  • [6] Approximate reasoning with interval-valued fuzzy sets
    Cui, Baozhen
    Zeng, Wenyi
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 60 - 64
  • [7] Approximate hierarchical fuzzy reasoning based on the law of importation
    Li, Dechao
    Guo, Qiannan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 133
  • [8] Approximate Reasoning and Fuzzy Evaluation in Code Compliance Checking
    Grabska, Ewa
    Lachwa, Andrzej
    Slusarczyk, Grazyna
    MAN-MACHINE INTERACTIONS 4, ICMMI 2015, 2016, 391 : 551 - 561
  • [9] Capacitor allocation by approximate reasoning: Fuzzy capacitor placement
    Ng, HN
    Salama, MMA
    Chikhani, AY
    IEEE TRANSACTIONS ON POWER DELIVERY, 2000, 15 (01) : 393 - 398
  • [10] On equivalence of approximate reasoning results using different interpretations of fuzzy if-then rules
    Czogala, E
    Leski, J
    FUZZY SETS AND SYSTEMS, 2001, 117 (02) : 279 - 296
12345