Please use this identifier to cite or link to this item:
https://scholarbank.nus.edu.sg/handle/10635/116910
DC Field | Value | |
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dc.title | A rule self-regulating fuzzy controller | |
dc.contributor.author | Qiao, W.Z. | |
dc.contributor.author | Zhuang, W.P. | |
dc.contributor.author | Heng, T.H. | |
dc.contributor.author | Shan, S.S. | |
dc.date.accessioned | 2014-12-12T07:59:05Z | |
dc.date.available | 2014-12-12T07:59:05Z | |
dc.date.issued | 1992-04-10 | |
dc.identifier.citation | Qiao, W.Z.,Zhuang, W.P.,Heng, T.H.,Shan, S.S. (1992-04-10). A rule self-regulating fuzzy controller. Fuzzy Sets and Systems 47 (1) : 13-21. ScholarBank@NUS Repository. | |
dc.identifier.issn | 01650114 | |
dc.identifier.uri | http://scholarbank.nus.edu.sg/handle/10635/116910 | |
dc.description.abstract | The most effective way to improve the performance of a fuzzy controller may be to optimize the fuzzy control rules. Usually fuzzy control rules are generated by: (1) translating the operators' experience into fuzzy linguistic form directly; (2) monitoring and summarizing the control behaviour of the operators; (3) modelling the process to be controlled using fuzzy set theory; (4) self organizing in running of the control systems. Different from the above means, the authors in [10] have proposed a method to regulate fuzzy control rules where the control rules are represented by an analytic expression with a regulating factor α. The authors in this paper employ such a method and use a simplified fuzzy control algorithm which allows fuzzy control rules to be regulated on line, thus constructing a Rule Self-regulating Fuzzy Controller (RSFC). Simulation results demonstrate that the performance of RSFC is better than that of a non-rule-regulating fuzzy controller. © 1992. | |
dc.source | Scopus | |
dc.subject | control rules | |
dc.subject | fuzzy control | |
dc.subject | Fuzzy logic | |
dc.subject | self organization | |
dc.type | Article | |
dc.contributor.department | INSTITUTE OF SYSTEMS SCIENCE | |
dc.description.sourcetitle | Fuzzy Sets and Systems | |
dc.description.volume | 47 | |
dc.description.issue | 1 | |
dc.description.page | 13-21 | |
dc.description.coden | FSSYD | |
dc.identifier.isiut | NOT_IN_WOS | |
Appears in Collections: | Staff Publications |
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