SIRMS BASED INTERVAL TYPE-2 FUZZY INFERENCE SYSTEMS: PROPERTIES AND APPLICATION | |
Li, Chengdong; Yi, Jianqiang![]() | |
刊名 | INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
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2010-09-01 | |
卷号 | 6期号:9页码:4019-4028 |
关键词 | Single input rule module (SHIM) Fuzzy inference system Type-2 fuzzy set |
英文摘要 | The single input rule modules (SIRMs) based type-1 fuzzy inference systems (SIRM-TIFIS.s), which assign each input item, with a rule module, can greatly reduce the number of fuzzy rules and have found lots of applications. This paper extends SIBM-T1FISs to the interval type-2 case to achieve better performance. Furthermore, the properties of the SIRMs based interval type-2 fuzzy inference systems (SIRM-IT2FISs) are investigated. These properties are focused on clarifying the relationships of different fuzzy inference systems (FISs): I) the relationships between SIBM-IT2FISs and their corresponding Takagi-Sugeno (TS) IT2FISs, 2) the relationships between SIRM-1T2FISs and TS T1FISs. These results can help us to deepen our understanding of the SIRMs based FISs. At last, an application to the anti-swing and positioning control of an overhead crane system is given to show the effectiveness of the SIRM-IT2FIS, and comparisons with other control methods are made to demonstrate the superiority of the SIRM-IT2FIS. |
WOS标题词 | Science & Technology ; Technology |
类目[WOS] | Automation & Control Systems ; Computer Science, Artificial Intelligence |
研究领域[WOS] | Automation & Control Systems ; Computer Science |
关键词[WOS] | STABILIZATION ; ALGORITHMS ; CONTROLLER ; LOGIC ; SETS |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000281745700013 |
内容类型 | 期刊论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/4147] ![]() |
专题 | 自动化研究所_综合信息系统研究中心 |
作者单位 | Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China |
推荐引用方式 GB/T 7714 | Li, Chengdong,Yi, Jianqiang. SIRMS BASED INTERVAL TYPE-2 FUZZY INFERENCE SYSTEMS: PROPERTIES AND APPLICATION[J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL,2010,6(9):4019-4028. |
APA | Li, Chengdong,&Yi, Jianqiang.(2010).SIRMS BASED INTERVAL TYPE-2 FUZZY INFERENCE SYSTEMS: PROPERTIES AND APPLICATION.INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL,6(9),4019-4028. |
MLA | Li, Chengdong,et al."SIRMS BASED INTERVAL TYPE-2 FUZZY INFERENCE SYSTEMS: PROPERTIES AND APPLICATION".INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 6.9(2010):4019-4028. |
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