A method for automatic generation of a fuzzy model

John Yen, H. Wang, J. Liao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

The goal of this research is to develop a method to automate the process of fuzzy model construction. The method we developed extends the existing methods and is based on a combination of genetic algorithms and statistic techniques. The preliminary testing shows that it has the advantages of implementation simplicity, a short training cycle and simple resulting fuzzy model.

Original languageEnglish (US)
Title of host publicationIFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems
EditorsReza Langarl, John Painter, John Yen
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages88-92
Number of pages5
ISBN (Electronic)0780314859, 9780780314856
DOIs
StatePublished - Jan 1 1993
Event3rd International Conference on Industrial Fuzzy Control and Intelligent Systems, IFIS 1993 - Houston, United States
Duration: Dec 1 1993Dec 3 1993

Publication series

NameIFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems

Conference

Conference3rd International Conference on Industrial Fuzzy Control and Intelligent Systems, IFIS 1993
CountryUnited States
CityHouston
Period12/1/9312/3/93

Fingerprint

Fuzzy Model
Genetic algorithms
Statistics
Statistic
Simplicity
Testing
Genetic Algorithm
Cycle

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Industrial and Manufacturing Engineering
  • Control and Optimization
  • Logic

Cite this

Yen, J., Wang, H., & Liao, J. (1993). A method for automatic generation of a fuzzy model. In R. Langarl, J. Painter, & J. Yen (Eds.), IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems (pp. 88-92). [324208] (IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IFIS.1993.324208
Yen, John ; Wang, H. ; Liao, J. / A method for automatic generation of a fuzzy model. IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems. editor / Reza Langarl ; John Painter ; John Yen. Institute of Electrical and Electronics Engineers Inc., 1993. pp. 88-92 (IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems).
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Yen, J, Wang, H & Liao, J 1993, A method for automatic generation of a fuzzy model. in R Langarl, J Painter & J Yen (eds), IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems., 324208, IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems, Institute of Electrical and Electronics Engineers Inc., pp. 88-92, 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems, IFIS 1993, Houston, United States, 12/1/93. https://doi.org/10.1109/IFIS.1993.324208

A method for automatic generation of a fuzzy model. / Yen, John; Wang, H.; Liao, J.

IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems. ed. / Reza Langarl; John Painter; John Yen. Institute of Electrical and Electronics Engineers Inc., 1993. p. 88-92 324208 (IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Yen J, Wang H, Liao J. A method for automatic generation of a fuzzy model. In Langarl R, Painter J, Yen J, editors, IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems. Institute of Electrical and Electronics Engineers Inc. 1993. p. 88-92. 324208. (IFIS 1993 - 3rd International Conference on Industrial Fuzzy Control and Intelligent Systems). https://doi.org/10.1109/IFIS.1993.324208