Abstract
This paper mainly studies on the covering rough set based on the close friend element. Firstly, the upper and lower approximations of the covering rough set based on the close friend element are defined, while the properties are discussed. Secondly, we define the binary relation is induced by a covering called the close friend relation and its properties are studied. Finally, we give the matrix description of the covering rough set based on the close friend element, and prove that the upper and lower approximations obtained from the matrix are same to from the definition of covering rough set based on the close friend element, which give a new way to describe the covering rough set.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Pawlak, Z.: Rough sets. International Journal of Computer and Information Science 11(5), 314–356 (1982)
Zhang, W.X., Wu, W.Z., Liang, J.Y., et al.: Rough Set Theory and Approaches. Science Press (2001)
Wang, G.Y.: Rough Set Theory and Knowledge Acquisition. Xi’an Jiaotong University Press (2001)
Pawlak, Z., Skowrongs, A.: Rudiments of rough sets. Information Sciences 177(1), 3–27 (2007)
Pawlak, Z., Skowrons, A.: Rough sets: Some extensions. Information Sciences 177(1), 28–40 (2007)
Wong, S.K.M., Ziarko, W.: On optimal decision rules in decision tables. Bulletin of Polish Academy of Sciences 32(11/12), 693–696 (1985)
Skowrons, A., Rauszer, C.: The discernibility matrices and functions in information system. In: Slowingski, R. (ed.) Intelligent Decision Support Handbook of Applications and Advances of the Rough Sets Theory. Kluwer Academic Publishers (1992)
Banerjee, M., Pal, S.K.: Roughness of fuzzy set. Information Sciences 93, 235–246 (1996)
Yao, Y.Y.: Two views of the theory of rough sets in finite universes. International Journal of Approximate Reasoning 15, 291–317 (1996)
Nanda, S., Majumdar, S.: Fuzzy rough sets. Fuzzy Sets and Systems 45, 157–160 (1992)
Zakowski, W.: Approximation in the space(U,∏). Demonstration Mathematica 16, 761–769 (1983)
Zhu, W., Wang, F.Y.: Reduction and axiomization of covering generalized rough set. Information Sciences 152, 217–230 (2003)
Zhu, W., Wang, F.Y.: Reduction and axiomization of covering generalized rough sets. Information Sciences 152, 217–230 (2003)
Zhu, W., Wang, F.Y.: On Three Types of Covering Rough Sets. IEEE Transactions on Knowledge and Data Engineering 19(8), 1131–1144 (2007)
Liu, G.L.: Fuzzy approximation space on the rough fuzzy set. Fuzzy Sets Systems and Mathematics 16, 75–78 (2002)
Lei, X.W.: Matrix method of rough set theory. Computer Engineering and Applications 42(17), 73–75 (2006)
Yang, Y.: Rough set definition of the matrix. Computer Engineering and Applications 43(14), 1–6 (2007)
Fodor, J., Roubens, M.: Fuzzy preference modelling and multicriteria decision support. Kluwer Academic Publishers (1994)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wang, X., Ma, Y., Wang, L., Zhang, J. (2012). Studies on the Covering Rough Set and Its Matrix Description. In: Lei, J., Wang, F.L., Deng, H., Miao, D. (eds) Artificial Intelligence and Computational Intelligence. AICI 2012. Lecture Notes in Computer Science(), vol 7530. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33478-8_28
Download citation
DOI: https://doi.org/10.1007/978-3-642-33478-8_28
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-33477-1
Online ISBN: 978-3-642-33478-8
eBook Packages: Computer ScienceComputer Science (R0)