DC Field | Value | Language |
---|---|---|
dc.contributor.author | Joo, MG | - |
dc.contributor.author | Lee, JS | - |
dc.date.accessioned | 2016-04-01T02:13:39Z | - |
dc.date.available | 2016-04-01T02:13:39Z | - |
dc.date.created | 2009-03-20 | - |
dc.date.issued | 2005-04 | - |
dc.identifier.issn | 1063-6706 | - |
dc.identifier.other | 2005-OAK-0000004970 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/24701 | - |
dc.description.abstract | This paper presents a class of hierarchical fuzzy systems where previous layer outputs are used not in IF-parts, but only in THEN-parts of the fuzzy rules of the current layer. The proposed scheme is shown to be a universal approximator to any real continuous function on a compact set if complete fuzzy sets are used in the IF-parts of the fuzzy rules with singleton fuzzifier and center average defuzzilier. From the example of ball-and-beam control system simulation, it is demonstrated that the proposed scheme approximates with high accuracy a model nonlinear controller with fewer fuzzy rules than a centralized fuzzy system, and its control performance is comparable to that of a nonlinear controller. | - |
dc.description.statementofresponsibility | X | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGI | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON FUZZY SYSTEMS | - |
dc.subject | fuzzy control | - |
dc.subject | hierarchical fuzzy logic system | - |
dc.subject | Stone-Weierstrass theorem | - |
dc.subject | universal approximation | - |
dc.subject | UNIVERSAL APPROXIMATION | - |
dc.subject | CONTROLLER | - |
dc.title | A class of hierarchical fuzzy systems with constraints on the fuzzy rules | - |
dc.type | Article | - |
dc.contributor.college | 전자전기공학과 | - |
dc.identifier.doi | 10.1109/TFUZZ.2004.8 | - |
dc.author.google | Joo, MG | - |
dc.author.google | Lee, JS | - |
dc.relation.volume | 13 | - |
dc.relation.issue | 2 | - |
dc.relation.startpage | 194 | - |
dc.relation.lastpage | 203 | - |
dc.contributor.id | 10200285 | - |
dc.relation.journal | IEEE TRANSACTIONS ON FUZZY SYSTEMS | - |
dc.relation.index | SCI급, SCOPUS 등재논문 | - |
dc.relation.sci | SCI | - |
dc.collections.name | Journal Papers | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON FUZZY SYSTEMS, v.13, no.2, pp.194 - 203 | - |
dc.identifier.wosid | 000227881900002 | - |
dc.date.tcdate | 2019-02-01 | - |
dc.citation.endPage | 203 | - |
dc.citation.number | 2 | - |
dc.citation.startPage | 194 | - |
dc.citation.title | IEEE TRANSACTIONS ON FUZZY SYSTEMS | - |
dc.citation.volume | 13 | - |
dc.contributor.affiliatedAuthor | Lee, JS | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 49 | - |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | fuzzy control | - |
dc.subject.keywordAuthor | hierarchical fuzzy logic system | - |
dc.subject.keywordAuthor | Stone-Weierstrass theorem | - |
dc.subject.keywordAuthor | universal approximation | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
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