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A learning algorithm of fuzzy neural networks with extended fuzzy weights
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Young-Su Son (Hanreo Industrial University)
Young-Nam Na (Chosun University)
Sang-Hyun Bae (Chosun University)
Vol. 3, No. 1, Page: 69 ~ 81
Abstract
In this paper, first we propose an architecture of fuzzy neural networks with triangular fuzzy weights. The proposed fuzzy neural network can handle fuzzy input vectors. In both cases, outputs from the fuzzy network are fuzzy vectors. The input-output relation of each unit of the fuzzy neural network is defined by the extention principle of Zadeh. Also we define a cost function for the level sets(i. e., $\alpha$ 수식 이미지-cuts)of fuzzy outputs and fuzzy targets. Then we derive a learning algorithm from the cost function for adjusting three parameters of each triangular fuzzy weight. Finally, we illustrate our a, pp.oach by computer simulation examples.
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확장된 퍼지 가중치를 갖는 퍼지 신경망 학습알고리즘
손영수 (한려산업대학교 전자계산학과)
나영남 (조선대학교 대학원 전산통계학과)
배상현 (조선대학교 자연과학대학 전산통계학과)
Cite this article
JIIS Style
Son, Y.-S., Y.-N. Na, and S.-H. Bae, "A learning algorithm of fuzzy neural networks with extended fuzzy weights ", Journal of Intelligence and Information Systems, Vol. 3, No. 1 (1997), 69~81.

IEEE Style
Young-Su Son, Young-Nam Na, and Sang-Hyun Bae, "A learning algorithm of fuzzy neural networks with extended fuzzy weights ", Journal of Intelligence and Information Systems, vol. 3, no. 1, pp. 69~81, 1997.

ACM Style
Son, Y.-S., Na, Y.-N., and Bae, S.-H., 1997. A learning algorithm of fuzzy neural networks with extended fuzzy weights . Journal of Intelligence and Information Systems. 3, 1, 69--81.
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@article{Son:JIIS:1997:36,
author = {Son, Young-Su and Na, Young-Nam and Bae, Sang-Hyun},
title = {A learning algorithm of fuzzy neural networks with extended fuzzy weights },
journal = {Journal of Intelligence and Information Systems},
issue_date = {June 1997},
volume = {3},
number = {1},
month = Jun,
year = {1997},
issn = {2288-4866},
pages = {69--81},
url = {},
doi = {},
publisher = {Korea Intelligent Information System Society},
address = {Seoul, Republic of Korea},
}
%0 Journal Article
%1 36
%A Young-Su Son
%A Young-Nam Na
%A Sang-Hyun Bae
%T A learning algorithm of fuzzy neural networks with extended fuzzy weights
%J Journal of Intelligence and Information Systems
%@ 2288-4866
%V 3
%N 1
%P 69-81
%D 1997
%R
%I Korea Intelligent Information System Society