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Typ záznamu:
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Domácí pracoviště:
Ústav pro výzkum a aplikace fuzzy modelování (94410)
Název:
On Consistency of Redundancy Deduction of Linguistic Fuzzy Rules
Citace
Cao, T. H. N. a Valášek, R. On Consistency of Redundancy Deduction of Linguistic Fuzzy Rules.
In:
IEEE International Conference on Knowledge and System Engineering: The 2021 13th International Conference on Knowledge and Systems Engineering (KSE) 2021 Bangkok.
Bangkok: IEEE, 2021. s. 1-6. ISBN 978-1-6654-9975-0.
Podnázev
Rok vydání:
2021
Obor:
Obecná matematika
Počet stran:
6
Strana od:
1
Strana do:
6
Forma vydání:
Elektronická verze
Kód ISBN:
978-1-6654-9975-0
Kód ISSN:
Název sborníku:
The 2021 13th International Conference on Knowledge and Systems Engineering (KSE)
Sborník:
Mezinárodní
Název nakladatele:
IEEE
Místo vydání:
Bangkok
Stát vydání:
Sborník vydaný v zahraničí
Název konference:
IEEE International Conference on Knowledge and System Engineering
Místo konání konference:
Bangkok
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků akce:
Celosvětová akce
Kód UT WoS:
EID:
2-s2.0-85135008910
Klíčová slova anglicky:
fuzzy rules; perception-based logical deduction;redundancy; cancelling rules; inference systems; consistency
Popis v původním jazyce:
Eliminating the redundant rules in a given system of fuzzy rules is important in fuzzy inference. A high number of seemingly very similar rules can be then reduced and the system is thus simple, comprehensible and adjustable for the users of the rules. This paper focuses on the redundancy of a special type of linguistic fuzzy rules that contain linguistic evaluative expressions. Recently, we have approached to generalize the existing criteria for detecting redundant linguistic fuzzy rules. It is important to mention that the elaboration of the redundancy criteria is initiated by the identification of the so-called investigated pairs, which are the pairs of two rules in which one rule is suspicious from redundancy with respect to another one. Principally, for a given investigated pair, we may use the established criteria to derive the redundancy or non-redundancy of the rule which is suspicious from redundancy. In this paper, we use the most recent generalized criteria and show that the deduction for the redundancy or non-redundancy of a certain rule is consistent when this rule belongs to different investigated pairs.
Popis v anglickém jazyce:
Seznam ohlasů
Ohlas
R01:
RIV/61988987:17610/21:A2202B4P
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