A study on fuzzy GMDH with comprehensible fuzzy rules

17 December 2002

conference paper
Published by Institute of Electrical and Electronics Engineers (IEEE)

p. 192-198
https://doi.org/10.1109/etfa.1994.402004

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 SYSTEMS
SPACE EXPLORATION
INPUT VARIABLES
NUMERICAL SIMULATION
ELECTRONICS INDUSTRY
INDUSTRIAL ELECTRONICS
ABSTRACTS
NONLINEAR SYSTEMS
FUZZY NEURAL NETWORKS
DEGRADATION

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Similarity Measures Based on a Fuzzy Set Model and Application to Hierarchical Clustering
IEEE Transactions on Systems, Man, and Cybernetics, 1986
Polynomial Theory of Complex Systems
IEEE Transactions on Systems, Man, and Cybernetics, 1971