Optimization of fused fuzzy systems via genetic algorithms
Chan, P.T.
Rad, A.B.
Tsang, K.M.
Dept. of Electr. Eng., Hong Kong Polytech. Univ. ;
This paper appears in: Industrial Electronics, IEEE Transactions on
Publication Date: Jun 2002
Volume: 49,
Issue: 3
On page(s): 685-692
ISSN: 0278-0046
References Cited: 8
CODEN: ITIED6
INSPEC Accession Number: 7295807
Digital Object Identifier: 10.1109/TIE.2002.1005396
Current Version Published: 2002-08-07
Abstract
In this paper, the problem of optimization of fused fuzzy systems
via genetic algorithms is addressed. The proposed architecture separates
a large fuzzy rule optimization problem into a series of more manageable
and smaller problems through rule-table transformation. The algorithm is
applied to the cart-pole system to demonstrate its characteristics
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