On fuzzy reasoning using matrix representation of extended fuzzy Petri nets

被引:0
|
作者
Fryc, B
Pancerz, K
Peters, JF
Suraj, Z
机构
[1] Univ Informat Technol & Management, Chair Comp Sci Fdn, PL-35225 Rzeszow, Poland
[2] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB R3T 2N2, Canada
[3] Rzeszow Univ, Inst Math, PL-35310 Rzeszow, Poland
关键词
algebraic representation; fuzzy Petri nets; fuzzy reasoning; knowledge representation;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In 1990 Shyi-Ming Chen et al. presented a new approach to knowledge representation using fuzzy Petri nets (FPN). A fuzzy Petri net model allows a structural representation of knowledge and has a systematic procedure for supporting fuzzy reasoning. In this paper we propose an algebraic (matrix) representation of FPNs. We use this representation in a fuzzy reasoning algorithm which is simple to implement in modern programming languages such as C++, C# or Java. Furthermore, there exists MATLAB - a computer system which makes it possible to solve many computing problems, especially those with matrix and vector formulations. We present also an aproach enabling us to carry out a fuzzy reasoning process using the MATLAB environment.
引用
收藏
页码:143 / 157
页数:15
相关论文
共 50 条
  • [1] Vague reasoning and knowledge representation using extended fuzzy Petri nets
    Chen, SM
    Shiau, YS
    [J]. JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 1998, 14 (02) : 391 - 408
  • [2] Representation and Reasoning of Fuzzy Knowledge Under Variable Fuzzy Criterion Using Extended Fuzzy Petri Nets
    Zhou, Ruqi
    Feng, Jiali
    Chen, Yiqun
    Chang, Huiyou
    Zhou, Yuepeng
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (12) : 3376 - 3390
  • [3] FUZZY KNOWLEDGE REPRESENTATION AND REASONING USING PETRI NETS
    YEUNG, DS
    TSANG, ECC
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 1994, 7 (02) : 281 - 289
  • [4] Fuzzy backward reasoning using fuzzy Petri nets
    Chen, SM
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (06): : 846 - 856
  • [5] Matrix Representation of Parameterised Fuzzy Petri Nets
    Suraj, Zbigniew
    [J]. ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, 2013, 8170 : 200 - 207
  • [6] Knowledge Acquisition and Representation Using Fuzzy Evidential Reasoning and Dynamic Adaptive Fuzzy Petri Nets
    Liu, Hu-Chen
    Liu, Long
    Lin, Qing-Lian
    Liu, Nan
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (03) : 1059 - 1072
  • [7] Weighted fuzzy reasoning using weighted fuzzy Petri nets
    Chen, SM
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2002, 14 (02) : 386 - 397
  • [8] Fuzzy reasoning Petri nets
    Gao, MM
    Zhou, MC
    Huang, XG
    Wu, ZM
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2003, 33 (03): : 314 - 324
  • [9] Knowledge Representation and Reasoning Based on Generalised Fuzzy Petri Nets
    Suraj, Zbigniew
    [J]. 2012 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2012, : 101 - 106
  • [10] Fuzzy Petri nets for knowledge representation and reasoning: A literature review
    Liu, Hu-Chen
    You, Jian-Xin
    Li, ZhiWu
    Tian, Guangdong
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2017, 60 : 45 - 56