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Author Dick, S. ♦ Schencker, A. ♦ Last, M. ♦ Bunke, H. ♦ Kandel, A.
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2001
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Clustering algorithms ♦ Fuzzy sets ♦ Open wireless architecture ♦ Information systems ♦ Computer science ♦ Interpolation ♦ Arithmetic ♦ Image processing ♦ Image reconstruction
Abstract We describe a computing-with-words algorithm for changing the granularity of an existing rulebase. A fuzzy rulebase is regranulated by manually selecting the granularity of each input dimension, and then automatically calculating the rulebase consequents. We demonstrate this algorithm by studying the common "fuzzy-PD" rulebase at various granularities. We find evidence that the "3/spl times/3" fuzzy-PD rulebase may be too coarse a granularity for this problem.
Description Author affiliation: Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA (Dick, S.; Schencker, A.)
ISBN 078037293X
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2001-12-02
Publisher Place Australia
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 310.06 kB
Page Count 4
Starting Page 372
Ending Page 375


Source: IEEE Xplore Digital Library