SIRMS BASED INTERVAL TYPE-2 FUZZY INFERENCE SYSTEMS: PROPERTIES AND APPLICATION
文献类型：期刊论文
| 作者 | Li, Chengdong; Yi, Jianqiang
|
| 刊名 | INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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