IEEE - Institute of Electrical and Electronics Engineers, Inc. - Nearest-Neighbor Spline Approximation (NNSA) Improvement to TSK Fuzzy Systems

Author(s): Jordan Richardson ; Janusz Korniak ; Philip D. Reiner ; Bogdan M. Wilamowski
Sponsor(s): IEEE Industrial Electronics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2016
Volume: 12
Page(s): 169 - 178
ISSN (Paper): 1551-3203
ISSN (Online): 1941-0050
DOI: 10.1109/TII.2015.2499122
Regular:

In this paper, we propose two versions of an improved defuzzification technique for Takagi Sugeno Kang (TSK) fuzzy systems (FSs) based on local third-order approximations. The presented... View More

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