Cart (Loading....) | Create Account
Close category search window
 

Autogeneration of fuzzy rules and membership functions for fuzzy modelling using rough set theory

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $31
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

4 Author(s)
Cho, Y. ; Dept. of Electron. Eng., Yonsei Univ., Seoul, South Korea ; Lee, K. ; Yoo, J. ; Park, M.

Rough set theory can represent a degree of consistency between condition and decision attributes of data pairs which do not have linguistic information. By using this ability, a measure called occupancy degree is defined: which can represent the degree of consistency between premise and consequent variables in fuzzy rules describing given experimental data pairs. A method is also proposed by which the projected data is partitioned on the input space, and an optimal fuzzy rule table and membership functions of input and output variables are found from data without preliminary linguistic information. The validity of the proposed method is examined by modelling data pairs which are randomly generated from a fuzzy system

Published in:

Control Theory and Applications, IEE Proceedings -  (Volume:145 ,  Issue: 5 )

Date of Publication:

Sep 1998

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.