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Title: Selection and correction of weighted rules based on Łukasiewicz's fuzzy logic with evaluated syntax (English)
Author: Ivánek, Jiří
Language: English
Journal: Kybernetika
ISSN: 0023-5954 (print)
ISSN: 1805-949X (online)
Volume: 53
Issue: 1
Year: 2017
Pages: 113-128
Summary lang: English
Category: math
Summary: The core of the expert knowledge is typically represented by a set of rules (implications) assigned with weights specifying their (un)certainties. In the paper, a method for hierarchical selection and correction of expert's weighted rules is described particularly in the case when Łukasiewicz's fuzzy logic with evaluated syntax for dealing with weights is used. (English)
Keyword: uncertain knowledge
Keyword: fuzzy implication
Keyword: rule base
Keyword: Łukasiewicz's fuzzy logic with evaluated syntax
Keyword: composition function
MSC: 28E10
MSC: 28E99
idZBL: Zbl 06738597
idMR: MR3638559
DOI: 10.14736/kyb-2017-1-0113
Date available: 2017-04-03T10:50:22Z
Last updated: 2018-01-10
Stable URL:
Reference: [1] Berka, P.: Learning compositional decision rules using the KEX algorithm..Intelligent Data Analysis 16 (2012), 665-681.
Reference: [2] Berka, P., Ivánek, J.: Automated knowledge acquisition for PROSPECTOR-like expert systems..In: Machine Learning: ECML-94 (F. Bergadano and L. D. Raedt, eds.), Springer Verlag 1994, pp. 339-342. MR 1291828, 10.1007/3-540-57868-4_68
Reference: [3] Hájek, P.: Combining functions for certainty factors in consulting systems..Int. J. Man-Machine Studies 22 (1985), 59-76. 10.1016/s0020-7373(85)80077-8
Reference: [4] Hájek, P.: Metamathematics of Fuzzy Logic..Kluwer Academic Publishers, Dordrecht 1998. Zbl 1007.03022, MR 1900263, 10.1007/978-94-011-5300-3
Reference: [5] Hájek, P., Havránek, T., Jiroušek, R.: Uncertain Information Processing in Expert Systems. MR 1253068
Reference: [6] Ivánek, J.: Representation of expert knowledge as a fuzzy axiomatical theory..Int. J. General Systems 20 (1991), 55-58. 10.1080/03081079108945013
Reference: [7] Ivánek, J., Stejskal, B.: Automatic acquisition of knowledge base from data without expert: ESOD (Expert System from Observational Data)..In: Proc. COMPSTAT'88 Copenhagen, Physica-Verlag, Heidelberg 1988, pp. 175-180. 10.1007/978-3-642-46900-8_23
Reference: [8] Ivánek, J., Švenda, J., Ferjenčík, J.: Inference in expert systems based on complete multivalued logic..Kybernetika 25 (1989), 25-32. Zbl 0665.68077, 10.1109/64.193052
Reference: [9] Novák, V.: Fuzzy Logic with Evaluated Syntax..In: Handbook of Mathematical Fuzzy Logic (P. Cintula, C. G. Fermuller, C. and Noguera, eds.), volume 3, College Publications, London 2015, pp. 1063-1104. Zbl 1100.03012
Reference: [10] Novák, V., Perfilieva, I., Močkoř, J.: Mathematical Principles of Fuzzy Logic..Kluwer, Boston 1999. Zbl 0940.03028, MR 1733839, 10.1007/978-1-4615-5217-8
Reference: [11] Pavelka, J.: On fuzzy logic I, II, III..Zeischr. f. Math. Logik und Grundl. der Math. 25 (1979), 45-52, 119-134, 447-464. MR 0524558, 10.1002/malq.19790252510


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