Abstract
This paper presents the concept of lower and upper rough matroids based on approximation operators for covering-based rough sets. This concept is a generalization of lower and upper rough matroids based on coverings. A new definition of lower and upper definable sets related with an approximation operator is presented and these definable sets are used for defining rough matroids based on an approximation operator. Finally, an order relation for a special type of rough matroids is established from the order relation among approximation operators.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Bonikowski, Z., Brynarski, E.: Extensions and intentions in rough set theory. Inf. Sci. 107, 149–167 (1998)
D’Eer, L., Restrepo, M., Cornelis, C., Gómez, J.: Neighborhood operators for covering-based rough sets. Inf. Sci. 336, 21–44 (2016)
Järvinen, J.: Lattice theory for rough sets. In: Peters, J.F., Skowron, A., Düntsch, I., Grzymała-Busse, J., Orłowska, E., Polkowski, L. (eds.) Transactions on Rough Sets VI, Part I. LNCS, vol. 4374, pp. 400–498. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-71200-8_22
Li, X., Liu, S.: Matroidal approaches to rough sets via closure operators. Int. J. Approx. Reason. 53, 513–527 (2012)
Li, Y., Wang, Z.: The relationships between degree rough sets and matroids. An. Fuzzy Math. Inform. 12(1), 139–153 (2012)
Liu, Y., Zhu, W.: Relation matroid and its relationship with generalized rough set based on relations. CoRR, abs 1209.5456 (2012)
Liu, Y., Zhu, W., Zhang, Y.: Relationship between partition matroids and rough sets through \(k\)-rank matroids. J. Inf. Comput. Sci. 9, 2151–2163 (2012)
Pawlak, Z.: Rough sets. Int. J. Comput. Inf. Sci. 11(5), 341–356 (1982)
Pomykala, J.A.: Approximation operations in approximation space. Bull. Acad. Pol. Sci. 35(9–10), 653–662 (1987)
Restrepo, M., Cornelis, C., Gómez, J.: Duality, conjugacy and adjointness of approximation operators in covering-based rough sets. Int. J. Approx. Reason. 55, 469–485 (2014)
Restrepo, M., Cornelis, C., Gómez, J.: Partial order relation for approximation operators in covering-based rough sets. Inf. Sci. 284, 44–59 (2014)
Tsang, E., Chen, D., Lee J., Yeung, D.S.: On the upper approximations of covering generalized rough sets. In: Proceedings of the 3rd International Conference on Machine Learning and Cybernetics, pp. 4200–4203 (2004)
Wang, S., Zhu, W., Min, F.: Transversal and function matroidal structures of covering-based rough sets. In: Yao, J.T., Ramanna, S., Wang, G., Suraj, Z. (eds.) RSKT 2011. LNCS (LNAI), vol. 6954, pp. 146–155. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-24425-4_21
Wybraniec-Skardowska, U.: On a generalization of approximation space. Bull. Pol. Acad. Sci. Math. 37, 51–61 (1989)
Wu, M., Wu, X., Shen, T.: A new type of covering approximation operators. In: IEEE International Conference on Electronic Computer Technology, pp. 334–338 (2009)
Wang, S., Zhu, Q., Zhu, W., Min, F.: Matroidal structure of rough sets and its characterization to attribute reduction. Knowl. Based Syst. 54, 155–161 (2012)
Xu, Z., Wang, Q.: On the properties of covering rough sets model. J. Henan Normal Univ. (Nat. Sci.) 33(1), 130–132 (2005)
Yang, T., Li, Q.: Reduction about approximation spaces of covering generalized rough sets. Int. J. Approx. Reason. 51, 335–345 (2010)
Yang, B., Zhao, H., Zhu, W.: Rough matroids based on covering. In: Proceedings of Sixth IEEE International Conference on Data Mining - Workshops, pp. 407–411 (2013)
Yao, Y.Y.: Constructive and algebraic methods of the theory of rough sets. Inf. Sci. 109, 21–47 (1998)
Yao, Y., Yao, B.: Covering based rough sets approximations. Inf. Sci. 200, 91–107 (2012)
Zakowski, W.: Approximations in the space \((u,\pi )\). Demonstr. Math. 16, 761–769 (1983)
Zhu, W.: Properties of the first type of covering-based rough sets. In: Proceedings of Sixth IEEE International Conference on Data Mining - Workshops, pp. 407–411 (2006)
Zhu, W.: Relationship between generalized rough sets based on binary relation and covering. Inf. Sci. 179, 210–225 (2009)
Zhu, W., Wang, F.: On three types of covering based rough sets. IEEE Trans. Knowl. Data Eng. 19(8), 1131–1144 (2007)
Zhu, W., Wang, F.: A new type of covering rough set. In: Proceedings of Third International IEEE Conference on Intelligence Systems, pp. 444–449 (2006)
Zhu, W., Wang, S.: Rough matroids. In: IEEE International Conference on Granular Computing, pp. 817–8221 (2011)
Zhu, W., Wang, S.: Rough matroids based on relation. Inf. Sci. 232, 241–252 (2013)
Acknowledgement
This work was supported by Universidad Militar Nueva Granada’s Special Research Fund, under project CIAS 2948-2019 and by the Odysseus program of the Research Foundation-Flanders.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Restrepo, M., Cornelis, C. (2019). Rough Matroids Based on Dual Approximation Operators. In: Mihálydeák, T., et al. Rough Sets. IJCRS 2019. Lecture Notes in Computer Science(), vol 11499. Springer, Cham. https://doi.org/10.1007/978-3-030-22815-6_10
Download citation
DOI: https://doi.org/10.1007/978-3-030-22815-6_10
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-22814-9
Online ISBN: 978-3-030-22815-6
eBook Packages: Computer ScienceComputer Science (R0)