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Title: On some properties of $\alpha $-planes of type-2 fuzzy sets (English)
Author: Takáč, Zdenko
Language: English
Journal: Kybernetika
ISSN: 0023-5954
Volume: 49
Issue: 1
Year: 2013
Pages: 149-163
Summary lang: English
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Category: math
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Summary: Some basic properties of $\alpha$-planes of type-2 fuzzy sets are investigated and discussed in connection with the similar properties of $\alpha$-cuts of type-1 fuzzy sets. It is known, that standard intersection and standard union of type-1 fuzzy sets (it means intersection and union under minimum t-norm and maximum t-conorm, respectively) are the only cutworthy operations for type-1 fuzzy sets. Recently, a similar property was declared to be true also for $\alpha$-planes of type-2 fuzzy sets in a few papers. Thus, we study under which t-norms and which t-conorms are intersection and union of the type-2 fuzzy sets preserved in the $\alpha$-planes. Note that understanding of the term $\alpha$-plane is somewhat confusing in recent type-2 fuzzy sets literature. We discuss this problem and show how it relates to obtained results. (English)
Keyword: type-2 fuzzy sets
Keyword: $\alpha $-plane
Keyword: intersection of type-2 fuzzy sets
Keyword: union of type-2 fuzzy sets
Keyword: fuzzy sets
MSC: 03E72
MSC: 68T37
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Date available: 2013-03-05T15:14:30Z
Last updated: 2013-07-31
Stable URL: http://hdl.handle.net/10338.dmlcz/143246
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Reference: [1] Karnik, N., Mendel, J.: Operations on type-2 fuzzy sets..Fuzzy Sets and Systems 122 (2001), 327-348. Zbl 1010.03047, MR 1854822, 10.1016/S0165-0114(00)00079-8
Reference: [2] Klir, G., Yuan, B.: Fuzzy Sets and Fuzzy Logic: Theory and Application..Upper-Saddle River, Prentice-Hall, NJ 1995. MR 1329731
Reference: [3] Kolesárová, A., Kováčová, A.: Fuzzy množiny a ich aplikácie..STU, Bratislava 2004.
Reference: [4] Liu, F.: An Efficient Centroid Type Reduction Strategy for General Type-2 Fuzzy Logic System..IEEE Comput. Intell. Soc., Walter J. Karplus Summer Research Grant Report 2006.
Reference: [5] Liu, F.: An efficient centroid type reduction strategy for general type-2 fuzzy logic system..Inform. Sci. 178 (2008), 2224-2236. MR 2419730, 10.1016/j.ins.2007.11.014
Reference: [6] Mendel, J. M.: Comments on '$\alpha$-plane representation for type-2 fuzzy sets: Theory and applications'..IEEE Trans. Fuzzy Syst. 18 (2010), 229-230. 10.1109/TFUZZ.2009.2039368
Reference: [7] Mendel, J. M., John, R. I.: Type-2 fuzzy sets made simple..IEEE Trans. Fuzzy Syst. 10 (2002), 117-127. 10.1109/91.995115
Reference: [8] Mendel, J. M., Liu, F., Zhai, D.: $\alpha$-plane representation for type-2 fuzzy sets: Theory and applications..IEEE Trans. Fuzzy Syst. 17 (2009), 1189-1207. 10.1109/TFUZZ.2009.2024411
Reference: [9] Mizumoto, M., Tanaka, K.: Some properties of fuzzy sets of type 2..Inform. Control 31 (1976), 312-340. Zbl 0331.02042, MR 0449947, 10.1016/S0019-9958(76)80011-3
Reference: [10] Starczewski, J.: Extended triangular norms on gaussian fuzzy sets..In: Proc. EUSFLAT-LFA 2005 (E. Montseny and P. Sobrevilla, eds.), 2005, pp. 872-877.
Reference: [11] Takáč, Z.: Intersection and union of type-2 fuzzy sets and connection to ($\alpha_1,\alpha_2$)-double cuts..In: Proc. EUSFLAT-LFA 2011 (S. Galichet, J. Montero and G. Mauris, eds.), 2011, pp. 1052-1059. Zbl 1254.03108
Reference: [12] Wagner, C., Hagras, H.: zSlices-towards bridging the gap between interval and general type-2 fuzzy logic..In: Proc. IEEE FUZZ Conf, Hong Kong 2008, pp. 489-497.
Reference: [13] Zadeh, L. A.: The concept of a linguistic variable and its application to approximate reasoning - I..Inform. Sci. 8 (1975), 199-249. Zbl 0397.68071, MR 0386369, 10.1016/0020-0255(75)90036-5
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