An approximation of interval type-2 fuzzy controllers using fuzzy ratio switching type-1 fuzzy controllers

C. W. Tao; Jinshiuh Taur; Chen Chia Chuang; Chia Wen Chang; Yeong Hwa Chang

doi:10.1109/TSMCB.2010.2095840

An approximation of interval type-2 fuzzy controllers using fuzzy ratio switching type-1 fuzzy controllers

C. W. Tao
, Jinshiuh Taur
, Chen Chia Chuang
, Chia Wen Chang
, Yeong Hwa Chang

National Ilan University Taiwan
National Chung Hsing University

研究成果: 期刊稿件 › 文章 › 同行評審

17 引文斯高帕斯（Scopus）

摘要

In this paper, the interval type-2 fuzzy controllers (FC^IT2s) are approximated using the fuzzy ratio switching type-1 FCs to avoid the complex type-reduction process required for the interval type-2 FCs. The fuzzy ratio switching type-1 FCs (FC^FRST1s) are designed to be a fuzzy combination of the possible-leftmost and possible-rightmost type-1 FCs. The fuzzy ratio switching type-1 fuzzy control technique is applied with the sliding control technique to realize the hybrid fuzzy ratio switching type-1 fuzzy sliding controllers (HFSC^FRST1s) for the double-pendulum-and-cart system. The simulation results and comparisons with other approaches are provided to demonstrate the effectiveness of the proposed HFSC^FRST1 s.

原文	英語
文章編號	5675695
頁（從 - 到）	828-839
頁數	12
期刊	IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
卷	41
發行號	3
DOIs	https://doi.org/10.1109/TSMCB.2010.2095840
出版狀態	已出版 - 06 2011

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10.1109/TSMCB.2010.2095840

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Link to publication in Scopus

引用此

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title = "An approximation of interval type-2 fuzzy controllers using fuzzy ratio switching type-1 fuzzy controllers",

abstract = "In this paper, the interval type-2 fuzzy controllers (FCIT2s) are approximated using the fuzzy ratio switching type-1 FCs to avoid the complex type-reduction process required for the interval type-2 FCs. The fuzzy ratio switching type-1 FCs (FCFRST1s) are designed to be a fuzzy combination of the possible-leftmost and possible-rightmost type-1 FCs. The fuzzy ratio switching type-1 fuzzy control technique is applied with the sliding control technique to realize the hybrid fuzzy ratio switching type-1 fuzzy sliding controllers (HFSCFRST1s) for the double-pendulum-and-cart system. The simulation results and comparisons with other approaches are provided to demonstrate the effectiveness of the proposed HFSCFRST1 s.",

keywords = "Double-pendulum-and-cart system, interval type-2 fuzzy controller (FC), possible-left(right)most FC",

author = "Tao, \{C. W.\} and Jinshiuh Taur and Chuang, \{Chen Chia\} and Chang, \{Chia Wen\} and Chang, \{Yeong Hwa\}",

year = "2011",

month = jun,

doi = "10.1109/TSMCB.2010.2095840",

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AU - Chang, Yeong Hwa

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An approximation of interval type-2 fuzzy controllers using fuzzy ratio switching type-1 fuzzy controllers

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