Non-Parametric and Parametric t-norms Applied in Fuzzy Rule Extraction

被引:0
作者
Gal, Laszlo [1 ]
Lovassy, Rita [2 ]
Koczy, Laszlo T. [3 ,4 ]
机构
[1] Univ West Hungary, Fac Sci, Szombathely, Hungary
[2] obuda Univ Budapest, Kando Kalman Fac Elect Engn, Inst Microelect & Technol, Budapest, Hungary
[3] Szechenyi Istvan Univ, Fac Engn Sci, Dept Informat, Gyor, Hungary
[4] Budapest Univ Technol & Econ, Dept Telecommun & Media Informat, Budapest, Hungary
来源
IEEE 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL CYBERNETICS (ICCC 2013) | 2013年
关键词
ALGORITHM;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we propose non-parametric t-norms such as algebraic, trigonometric and Hamacher product, furthermore parametric Hamacher t-norm in Mamdani type inference systems. Various models with trapezoidal shaped fuzzy membership function are applied in order to improve the efficiency of bacterial memetic algorithm in automatic fuzzy rule identification.
引用
收藏
页码:299 / 302
页数:4
相关论文
共 12 条
[1]  
Botzheim J, 2004, IEEE INT CONF FUZZY, P1667
[2]  
Botzheim J., 2005, P 11 WORLD C INT FUZ, P1563
[3]  
Gal Laszlo, 2008, Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology 2008. In Memory of Professor Yasuhiko Dote, P425, DOI 10.1145/1456223.1456310
[4]  
Gal L., P WCCI 2010 IEEE WOR, P1514
[5]  
Gal L., 2013, J NEURAL COMPU UNPUB
[6]  
Gal L., 2011, SERIES INTELLIGENTIA, V4, P157
[7]   Improvements to the Bacterial Memetic Algorithm used for fuzzy rule base extraction [J].
Gal, Laszlo ;
Botzheim, Janos ;
Koczy, Laszlo T. .
2008 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AND APPLICATIONS, 2008, :38-+
[8]  
Klement E. P., 2000, TRENDS LOGIC, V8
[9]  
Levenberg K, 1944, Q Appl Math, V2, P164, DOI [10.1090/QAM/10666, 10.1090/qam/10666, DOI 10.1090/QAM/10666, DOI 10.1090/QAM/1944-02-02]
[10]   AN ALGORITHM FOR LEAST-SQUARES ESTIMATION OF NONLINEAR PARAMETERS [J].
MARQUARDT, DW .
JOURNAL OF THE SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 1963, 11 (02) :431-441