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Homomorphisms Between Covering Approximation Spaces

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Języki publikacji
EN
Abstrakty
EN
The introduction of information system homomorphisms has made a substantial contribution to attribute reduction. However, the efforts made on homomorphisms are far from sufficient. This paper further investigates homomorphisms between covering approximation spaces. First, we introduce the concepts of upper and lower homomorphisms as well as homomorphisms in order to study the relationship between covering approximation spaces. Then we present the notions of covering approximation subspaces and product spaces. We also compress covering approximation spaces and covering information systems with the aim of attribute reduction. Afterwards, by utilizing the compressions of the original spaces and systems we compress the dynamic covering approximation spaces and dynamic covering information systems. Several illustrative examples are employed to demonstrate that the homomorphisms provide an effective approach for compressing covering approximation spaces and covering information systems.
Wydawca
Rocznik
Strony
351--371
Opis fizyczny
Bibliogr. 37 poz., tab.
Twórcy
autor
  • College of Mathematics and Econometrics Hunan University Changsha, Hunan 410082, P.R. China
autor
  • College of Mathematics and Econometrics Hunan University Changsha, Hunan 410082, P.R. China
autor
  • College of Mathematics and Computer Science Hunan Normal University
Bibliografia
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  • [12] Hu, Q.H., Yu, D.R., Liu, J.F., Wu, C.X.: Neighborhood rough set based heterogeneous feature subset selection, Information Sciences, 178(18), 2008, 3577-3594.
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  • [15] Li, T.J., Wu, W.Z.: Attribute reduction in formal contexts: a covering rough set approach, Fundamenta Informaticae, 111(1), 2011, 15-32.
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  • [26] Wang, C.Z., Wu, C.X., Chen, D.G.: A systematic study on attribute reduction with rough sets based on general binary relations, Information Sciences, 178(9), 2008, 2237-2261.
  • [27] Wang, C.Z., Wu, C.X., Chen, D.G., Du, W.J.: Some properties of relation information systems under homomorphisms, Applied Mathematics Letters, 21(9), 2008, 940-945.
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  • [29] Wu, W.Z., Mi, J.S., Zhang,W.X.: Generalized fuzzy rough sets, Information Sciences, 151, 2003, 263-282.
  • [30] Yao, Y.Y.: Probabilistic approaches to rough sets, Expert Systems, 20(5), 2003, 287-297.
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  • [33] Zhu W.: Topological approaches to covering rough sets, Information Sciences, 177(6), 2007, 1499-1508.
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Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-6b1fea6a-78a6-4480-a216-f956ff650096
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