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Chaining of fuzzy IF-THEN rules in Mamdani-controllers
Örebro universitet, Institutionen för naturvetenskap och teknik. (AASS)ORCID-id: 0000-0002-9477-4044
Siemens AG Corporate Research and Development Dept., ZFE ST SN 4 81730 Munich, Germany . (Siemens Corporate Research)
1995 (Engelska)Ingår i: Proceedings of 1995 IEEE International conference on fuzzy systems, Vols I-IV. / [ed] IEEE, IEEE conference proceedings, 1995, s. 103-108Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

The problem of chaining of fuzzy IF-THEN rules has so far received a rather theoretic treatment in the literature on approximate reasoning. In particular, different types of composition operators, fuzzy implication operators, etc., have been identified such that the conclusion obtained via a chain of fuzzy rules coincides with the conclusion derived from the “abbreviated” version of the same chain. This “abbreviated” version is a single fuzzy rule which the rule-antecedent is the rule-antecedent of the first rule in the chain, and its rule-consequent is the rule-consequent of the last rule in the chain. However, in the case of more than one chain of rules and when the fuzzy sets defining the meaning of the rule-antecedents and rule-consequents from different chains overlap, then the above theoretical results do not hold in general. In the present paper we identify two major problems with the chaining of fuzzy rules in the case of more than one chain and overlapping rule-antecedents and rule-consequents that belong to different chains

Ort, förlag, år, upplaga, sidor
IEEE conference proceedings, 1995. s. 103-108
Nationell ämneskategori
Teknik och teknologier Datavetenskap (datalogi)
Forskningsämne
Datavetenskap; Reglerteknik
Identifikatorer
URN: urn:nbn:se:oru:diva-39014DOI: 10.1109/FUZZY.1995.409667ISI: A1995BD22M00013Scopus ID: 2-s2.0-0029213522ISBN: 0-7803-2461-7/95 (tryckt)OAI: oai:DiVA.org:oru-39014DiVA, id: diva2:766130
Konferens
International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium (FUZZY-IEEE/IFES 95).
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KK-stiftelsenTillgänglig från: 2014-11-26 Skapad: 2014-11-26 Senast uppdaterad: 2018-01-11Bibliografiskt granskad

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Totalt: 421 träffar
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