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Cybernetics And Systems Analysis
International Theoretical Science Journal
UDC 517.11+519.92
Yu.N. Minaev, O.Yu. Filimonova, J.I. Minaeva

KRONECKER (TENSOR) MODELS OF FUZZY-SET GRANULES

Abstract. The issues related to granulating information and granular calculations (granular computing) in presenting FS-granules as a Kronecker product are considered. The proposed model is shown to be universal, in particular, in calculating the inverse value of fuzzy variable X = {x / μx} and solving other control problems under uncertainty. It is shown that the proposed form of FS-granules, tensor (Kronecker) product of components xμx, allows preserving the integrity of granules and promotes the solution of the problem of granular computing and transformation of granules.

Keywords: tensor, fuzzy set, Kronecker product, norm, information granule, singular value decomposition.



FULL TEXT

Минаев Юрий Николаевич, доктор техн. наук, профессор Института информационных компьютерных технологий Национального авиационного университета, Киев, e-mail: minaev@rambler.ru.

Филимонова Оксана Юрьевна, кандидат техн. наук, доцент Киевского национального университета строительства и архитектуры,
e-mail: filimonova@nm.net.

Минаева Юлия Ивановна, кандидат техн. наук, доцент Киевского национального университета строительства и архитектуры,
e-mail: jumin@bigmir.net.

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