CASIA OpenIR  > 综合信息系统研究中心
Approach property of interval type-2 fuzzy systems using LM and WT type-reduction methods
Wang, Tiechao1; Yi, Jianqiang2; Yuan, Ruyi2
2015
发表期刊ICIC Express Letters, Part B: Applications
卷号6期号:8页码:2293-2300
摘要 Currently most of type-2fuzzy adaptive contro l(FAC) approaches use the iterative Karnik-Mendel(KM) algorithm in type-reduction (TR), but other TR methods are not often used. This paper applies the Liang-Mendel (LM) method, the Wu-Tan (WT) method and the Nie-Tan (NT) method into a class of uncertain nonlinear single-input single-output (SISO) systems. And we definitely prove that the interval type-2 fuzzy logic systems (IT2 FLSs) using the LM, WT and NT methods are universal approximators, and give the concrete form of fuzzy basis functions of the FLSs. Numerical simulation results demonstrate the difference and the superiority of the performance of the LM, the WT and NT TR methods.
关键词Interval Type-2 Flss Type-reduction Universal Approximator
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/10805
专题综合信息系统研究中心
通讯作者Wang, Tiechao
作者单位1.College of Electrical Engineering, Liaoning University of Technology
2.Institute of Automation,Chinese Academy of Sciences
推荐引用方式
GB/T 7714
Wang, Tiechao,Yi, Jianqiang,Yuan, Ruyi. Approach property of interval type-2 fuzzy systems using LM and WT type-reduction methods[J]. ICIC Express Letters, Part B: Applications,2015,6(8):2293-2300.
APA Wang, Tiechao,Yi, Jianqiang,&Yuan, Ruyi.(2015).Approach property of interval type-2 fuzzy systems using LM and WT type-reduction methods.ICIC Express Letters, Part B: Applications,6(8),2293-2300.
MLA Wang, Tiechao,et al."Approach property of interval type-2 fuzzy systems using LM and WT type-reduction methods".ICIC Express Letters, Part B: Applications 6.8(2015):2293-2300.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
2015 ICICELB - Appro(363KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Wang, Tiechao]的文章
[Yi, Jianqiang]的文章
[Yuan, Ruyi]的文章
百度学术
百度学术中相似的文章
[Wang, Tiechao]的文章
[Yi, Jianqiang]的文章
[Yuan, Ruyi]的文章
必应学术
必应学术中相似的文章
[Wang, Tiechao]的文章
[Yi, Jianqiang]的文章
[Yuan, Ruyi]的文章
相关权益政策
暂无数据
收藏/分享
文件名: 2015 ICICELB - Approach Property of IT2FSs Using LM and WT Type-reduction methods.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。