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A note on the role of logic in fuzzy logic controllers
Örebro University, Department of Technology. (Mobile Robotics Lab)ORCID iD: 0000-0001-8229-1363
2000 (English)In: Proceedings of the 8th international conference on information processing and management of uncertainty, 2000, p. 717-723Conference paper, Published paper (Refereed)
Abstract [en]

We give an account of (Mamdani-type) fuzzy controllers based on a version of possibilistic logic, called Local Possibilistic Logic (LPL). To find a logical interpretation of fuzzy controllers, we show: (i) how to translate fuzzy statements and fuzzy control rules into LPL formulae, (ii) how to compute the fuzzy relation that characterizes the controller using the proof system of LPL, and (iii) how to apply this relation to a given input using the compositional rule of inference, which is derived in LPL.

Place, publisher, year, edition, pages
2000. p. 717-723
National Category
Information Systems, Social aspects
Research subject
Computer and Systems Science
Identifiers
URN: urn:nbn:se:oru:diva-3949OAI: oai:DiVA.org:oru-3949DiVA, id: diva2:138248
Conference
8th international conference on information processing and management of uncertainty, Madrid, Spain, 2000
Available from: 2007-08-16 Created: 2007-08-16 Last updated: 2017-10-18Bibliographically approved

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Saffiotti, Alessandro

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
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  • vancouver
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Output format
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  • asciidoc
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