Selection and correction of weighted rules based on Łukasiewicz's fuzzy logic with evaluated syntax

Jiří Ivánek

Kybernetika (2017)

  • Volume: 53, Issue: 1, page 113-128
  • ISSN: 0023-5954

Abstract

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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.

How to cite

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Ivánek, Jiří. "Selection and correction of weighted rules based on Łukasiewicz's fuzzy logic with evaluated syntax." Kybernetika 53.1 (2017): 113-128. <http://eudml.org/doc/287961>.

@article{Ivánek2017,
abstract = {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.},
author = {Ivánek, Jiří},
journal = {Kybernetika},
keywords = {uncertain knowledge; fuzzy implication; rule base; Łukasiewicz's fuzzy logic with evaluated syntax; composition function},
language = {eng},
number = {1},
pages = {113-128},
publisher = {Institute of Information Theory and Automation AS CR},
title = {Selection and correction of weighted rules based on Łukasiewicz's fuzzy logic with evaluated syntax},
url = {http://eudml.org/doc/287961},
volume = {53},
year = {2017},
}

TY - JOUR
AU - Ivánek, Jiří
TI - Selection and correction of weighted rules based on Łukasiewicz's fuzzy logic with evaluated syntax
JO - Kybernetika
PY - 2017
PB - Institute of Information Theory and Automation AS CR
VL - 53
IS - 1
SP - 113
EP - 128
AB - 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.
LA - eng
KW - uncertain knowledge; fuzzy implication; rule base; Łukasiewicz's fuzzy logic with evaluated syntax; composition function
UR - http://eudml.org/doc/287961
ER -

References

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  1. Berka, P., Learning compositional decision rules using the KEX algorithm., Intelligent Data Analysis 16 (2012), 665-681. 
  2. Berka, P., Ivánek, J., 10.1007/3-540-57868-4_68, In: Machine Learning: ECML-94 (F. Bergadano and L. D. Raedt, eds.), Springer Verlag 1994, pp. 339-342. MR1291828DOI10.1007/3-540-57868-4_68
  3. Hájek, P., 10.1016/s0020-7373(85)80077-8, Int. J. Man-Machine Studies 22 (1985), 59-76. DOI10.1016/s0020-7373(85)80077-8
  4. Hájek, P., 10.1007/978-94-011-5300-3, Kluwer Academic Publishers, Dordrecht 1998. Zbl1007.03022MR1900263DOI10.1007/978-94-011-5300-3
  5. Hájek, P., Havránek, T., Jiroušek, R., Uncertain Information Processing in Expert Systems MR1253068
  6. Ivánek, J., 10.1080/03081079108945013, Int. J. General Systems 20 (1991), 55-58. DOI10.1080/03081079108945013
  7. Ivánek, J., Stejskal, B., 10.1007/978-3-642-46900-8_23, In: Proc. COMPSTAT'88 Copenhagen, Physica-Verlag, Heidelberg 1988, pp. 175-180. DOI10.1007/978-3-642-46900-8_23
  8. Ivánek, J., Švenda, J., Ferjenčík, J., 10.1109/64.193052, Kybernetika 25 (1989), 25-32. Zbl0665.68077DOI10.1109/64.193052
  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. Zbl1100.03012
  10. Novák, V., Perfilieva, I., Močkoř, J., 10.1007/978-1-4615-5217-8, Kluwer, Boston 1999. Zbl0940.03028MR1733839DOI10.1007/978-1-4615-5217-8
  11. Pavelka, J., 10.1002/malq.19790252510, Zeischr. f. Math. Logik und Grundl. der Math. 25 (1979), 45-52, 119-134, 447-464. MR0524558DOI10.1002/malq.19790252510

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