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
  • [21] Fuzzy sets in approximate reasoning, Part 1: Inference with possibility distributions
    Dubois, D
    Prade, H
    FUZZY SETS AND SYSTEMS, 1999, 100 : 73 - 132
  • [22] Fuzzy Number as Input for Approximate Reasoning and Applied to Optimal Control Problem
    Mitsuishi, Takashi
    Shidama, Yasunari
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT I, 2010, 6113 : 144 - +
  • [23] Fuzzy Measure Based Approximate Reasoning with Distance-based Operators
    Marata Takacs
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED INFORMATICS AND COMMUNICATIONS, PTS I AND II: NEW ASPECTS OF APPLIED INFORMATICS AND COMMUNICATIONS, 2008, : 159 - +
  • [24] On Similarity-based Approximate Reasoning in Interval-valued Fuzzy Environments
    Feng, Zhi-Qiang
    Liu, Cun-Gen
    INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2012, 36 (03): : 255 - 262
  • [25] FUZZY-SETS IN APPROXIMATE REASONING .1. INFERENCE WITH POSSIBILITY DISTRIBUTIONS
    DUBOIS, D
    PRADE, H
    FUZZY SETS AND SYSTEMS, 1991, 40 (01) : 143 - 202
  • [26] FUZZY MULTICRITERIA DECISION-MAKING IN DISTRIBUTION OF FACTORIES - AN APPLICATION OF APPROXIMATE REASONING
    FENG, C
    FUZZY SETS AND SYSTEMS, 1995, 71 (02) : 197 - 205
  • [27] FUZZY CONCEPT LATTICE BASED ON GOGUEN IMPLICATION OPERATOR AND ITS APPROXIMATE REASONING
    Zheng, Shu-Xian
    Xie, Bin
    Mi, Ju-Sheng
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 174 - 177
  • [28] Mathematical analysis of interval-valued fuzzy relations: Application to approximate reasoning
    Bustince, H
    Burillo, P
    FUZZY SETS AND SYSTEMS, 2000, 113 (02) : 205 - 219
  • [29] Approximate reasoning with time
    Raha, S
    Ray, KS
    FUZZY SETS AND SYSTEMS, 1999, 107 (01) : 59 - 79
  • [30] Inverse approximate reasoning
    Eslami, E
    Buckley, JJ
    FUZZY SETS AND SYSTEMS, 1997, 87 (02) : 155 - 158