Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics

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An Integrated Method to Acquire Fuzzy Rules

Authors
Liyan LIu
Corresponding Author
Liyan LIu
Available Online April 2015.
DOI
10.2991/ameii-15.2015.42How to use a DOI?
Keywords
Kohonen Network; Rough Set Theory; Fuzzy Neural Network; Fuzzy Rule
Abstract

An integrated method to acquire fuzzy rules is presented. First Kohonen network is used to quantify data, and then the rough set theory is used to produce the initial rules, and the model of fuzzy neural network is established according to the rules, to generate less concise rules, finally through the experiment, the validity and practicability of the method is verified.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
Series
Advances in Engineering Research
Publication Date
April 2015
ISBN
978-94-62520-69-1
ISSN
2352-5401
DOI
10.2991/ameii-15.2015.42How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Liyan LIu
PY  - 2015/04
DA  - 2015/04
TI  - An Integrated Method to Acquire Fuzzy Rules
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 230
EP  - 233
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.42
DO  - 10.2991/ameii-15.2015.42
ID  - LIu2015/04
ER  -