DocumentCode :
912309
Title :
Fuzzy competitive learning algorithm with decreasing fuzziness
Author :
Chung, Fu-Lai ; Lee, Taewoo
Author_Institution :
Chinese Univ. of Hong Kong, Shatin, Hong Kong
Volume :
29
Issue :
13
fYear :
1993
fDate :
6/24/1993 12:00:00 AM
Firstpage :
1206
Lastpage :
1208
Abstract :
A competitive learning algorithm with the concept ´winner´ modelled by a fuzzy set is presented. Additionally, an implementation scheme for the fuzziness parameter introduced is suggested to further enhance the algorithm´s performance in avoiding neuron underuse and converging to optimal cluster centroids.
Keywords :
fuzzy set theory; learning (artificial intelligence); neural nets; competitive learning algorithm; fuzziness parameter; fuzzy set; optimal cluster centroids;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el:19930806
Filename :
219271
Link To Document :
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