Title :
A study on fuzzy GMDH with comprehensible fuzzy rules
Author :
Matsushita, S. ; Kuromiya, A. ; Yamaoka, M. ; Furuhashi, T. ; Uchikawa, Y.
Author_Institution :
Nagoya Municipal Ind. Res. Inst., Japan
Abstract :
This paper presents a new fuzzy group method of data handling (GMDH). The new fuzzy modeling method, having the features of the hierarchical fuzzy modeling method, expands the exploratory space for fuzzy models. Simulations using numerical data are done to show the effectiveness of the proposed method.<>
Keywords :
fuzzy logic; fuzzy set theory; hierarchical systems; identification; modelling; exploratory space; fuzzy GMDH; fuzzy group method of data handling; fuzzy rules; hierarchical fuzzy modeling; Abstracts; Degradation; Electronics industry; Fuzzy neural networks; Fuzzy systems; Industrial electronics; Input variables; Nonlinear systems; Numerical simulation; Space exploration;
Conference_Titel :
Emerging Technologies and Factory Automation, 1994. ETFA '94., IEEE Symposium on
Conference_Location :
Tokyo, Japan
Print_ISBN :
0-7803-2114-6
DOI :
10.1109/ETFA.1994.402004
