On approximate reasoning with graded rules

被引：16
|
作者：
Dankova, Martina [1 ]
机构：
[1] Univ Ostrava, Inst Res & Applicat Fuzzy Modeling, Ostrava 70103 1, Czech Republic
来源：
FUZZY SETS AND SYSTEMS | 2007年 / 158卷 / 06期
关键词：
approximate reasoning; fuzzy approximation; normal forms; fuzzy control systems;
D O I：
10.1016/j.fss.2006.11.019
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This contribution presents a comprehensive view on problems of approximate reasoning with imprecise knowledge in the form of a collection of fuzzy IF-THEN rules formalized by approximating formulas of a special type. Two alternatives that follow from the dual character of approximating formulas are developed in parallel. The link to the theory of fuzzy control systems is also explained. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码：652 / 673
页数：22
相关论文
共 50 条
  • [1] Approximate reasoning to learn classification rules
    Borgi, Amel
    SOFTWARE AND DATA TECHNOLOGIES, 2008, 10 : 335 - 347
  • [2] GRADUAL INFERENCE RULES IN APPROXIMATE REASONING
    DUBOIS, D
    PRADE, H
    INFORMATION SCIENCES, 1992, 61 (1-2) : 103 - 122
  • [3] Approximate reasoning to learn classification rules
    Borgi, Amel
    ICSOFT 2006: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL 2, 2006, : 203 - 210
  • [4] Heterogeneous Approximate Reasoning with Graded Truth Values
    De Angelis, Francesco Luca
    Serugendo, Giovanna Di Marzo
    Dunin-Keplicz, Barbara
    Szalas, Andrzej
    ROUGH SETS, 2017, 10313 : 61 - 82
  • [5] A New Kinds of Rules for Approximate Reasoning Modeling
    Palasinski, M.
    Fryc, B.
    Machnicka, Z.
    HUMAN-COMPUTER SYSTEMS INTERACTION: BACKGROUNDS AND APPLICATIONS 2, PT 2, 2012, 99 : 417 - 428
  • [6] FROM UNCERTAINTY TO APPROXIMATE REASONING .3. REASONING WITH CONDITIONAL RULES
    DONG, WM
    WONG, FS
    CIVIL ENGINEERING SYSTEMS, 1987, 4 (01): : 45 - 53
  • [7] Approximate reasoning with aggregation functions satisfying GMP rules
    Li, Dechao
    Zeng, Qingxue
    ARTIFICIAL INTELLIGENCE REVIEW, 2022, 55 (07) : 5575 - 5595
  • [8] Bidirectional approximate reasoning based on the clustering of vague rules
    Wang, TJ
    Lu, ZD
    Li, F
    PROCEEDINGS OF THE 5TH ASIA-PACIFIC CONFERENCE ON CONTROL & MEASUREMENT, 2002, : 238 - 243
  • [9] APPROXIMATE REASONING WITH IF THEN UNLESS RULES IN A MEDICAL EXPERT SYSTEM
    HUDSON, DL
    COHEN, ME
    ANDERSON, MF
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1992, 7 (01) : 71 - 79
  • [10] Approximate reasoning with aggregation functions satisfying GMP rules
    Dechao Li
    Qingxue Zeng
    Artificial Intelligence Review, 2022, 55 : 5575 - 5595
12345