Abstract
The paper initially proves that locally finite covering (LFC-, for short) rough set structures are interior and closure operators. To be precise, given an LFC-space \((U ,\mathbf{C})\), we prove that the lower H-rough set operator \(H_{*}\) is an interior operator and the upper H-rough set operator \(H^{*}\) is a closure operator. Besides, we prove a duality of the concept approximations \((H_{*}, H^{*})\) and investigate many theoretical and mathematical properties of the H-rough set operators. After pointing out that Khalimsky (K-, for brevity) topological rough set operators have their own features, we prove that the K-topological lower (resp. upper) approximation operator is not an interior (resp. closure) operator from the viewpoint of K-topology. Besides, we intensively investigate theoretical and mathematical properties of the K-topological rough set operators. This research area can be considered as a part of geometric-based rough set theory. These obtained results can promote the studies of rough set theory associated with information geometry, object classification, artificial or computational intelligence, and so on. In the present paper, each of the sets U, \(\mathbf{C}\) and \(X(\subseteq U)\) need not be finite.



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Alexandorff P (1937) Diskrete Räume. Mat Sb 2:501–518
Bonikowski Z, Bryniarski E, Wybraniec-Skardowska U (1998) Extensions and intentions in the rough set theory. Inf Sci 107:149–167
Chen Y, Qin N, Li W, Xu F (2019) Granule structures, distances and measures in neighborhood systems. Knowl-Based Syst (in press)
D’eer L, Restrepo M, Cornelis C, Gómez J (2006) Neighborhood operators for covering-based rough sets. Inf Sci 336:21–44
Fisher G (1994) In: Ehrlich P (ed) Real numbers, generalizations of the reals, and theories of continua. Kluwer Academic, pp 107–145
Ge X, Bai X, Yun Z (2012) Topological characterizations of covering for special covering-based upper approximation operators. Inf Sci 204:70–81
Guilong L (2013) The relationship among different covering approximations. Inf Sci 250:178–183
Han S-E, Jafari S, Kang JM (2019) Topologies on \({\mathbb{Z}}^n\) which are not homeomorphic to the n-dimensional Khalimsky topological space. Mathematics 7:1072. https://doi.org/10.3390/math7111072
Han S-E (2008) Equivalent \((k_0, k_1)\)-covering and generalized digital lifting. Inf Sci 178(2):550–561
Han S-E (2017) Topological graphs based on a new topology on \({{\mathbb{Z}}}^n\) and its applications. Filomat 31(20):6313–6328
Han S-E (2017) A digitization method of subspaces of the Euclidean \(n\)D space associated with the Khalimsky adjacency structure. Comput Appl Math 36:127–144
Han S-E (2019) Covering rough set structures for a locally finite covering approximation space. Inf Sci 480:420–437
Han S-E (2019) Estimation of the complexity of a digital image form the viewpoint of fixed point theory. Appl Math Comput 347:236–248
Han S-E (2019) Marcus-Wyse topological rough sets and their applications. Int J Approx Reason 106:214–227
Han S-E (2019) Roughness measures of locally finite covering rough sets. Int J Approx Reason 105:368–385
Han S-E, Sostak A (2013) A compression of digital images derived from a Khalimsky topological structure. Comput Appl Math 32:521–536
Han S-E (2020) Digital topological rough set structures and topological operators. Topology Appl 107507:1–19. https://doi.org/10.1016/j.topol.2020
Kang JM, Han S-E, Min KC (2017) Digitizations associated with several types of digital topological approaches. Comput Appl Math 36:571–597
Khalimsky E (1970) Applications of connected ordered topological spaces in topology. In: Conference of mathematics. Department of Provoia
Khalimsky E, Kopperman R, Meyer PR (1991) Computer graphics and connected topologies on finite ordered sets. Topol Appl 36(1):1–17
Lashin EF, Kozae AM, Abo Khadra AA, Medhat T (2005) Rough set theory for topolgoical spaces. Int J Approx Reason 40:35–43
Li T-J (2006) Rough approximation operators in covering approximation spaces, RSCTC, (2006) LNCS (LNAI) 4259. Springer, Heidelberg, pp 174–182
Li JJ (2009) Topological properties of approximation spaces and their applications. Math Pract Theory 39:145–151
Lin TY (1997) Neighborhood systems: a qualitative theory for fuzzy and rough sets. Advances in machine intelligence and soft computing. Bookwrights, Raleigh, pp 132–155
Lin TY (1998) Granular computing on binary relations I: data mining and neighborhood systems, II: rough set representations and belief functions. In: Polkowski L, Skowron A (eds) Rough sets in knowledge discovery 1. Physica Verlag, Heidelberg, pp 107–140
Lin TY (2009) Granular computing I: the concept of granulation and its formal model. Int J Granul Comput Rough Sets Intell Syst 1:21–42
Liu J, Liao Z (2008) The sixth type of covering-based rough sets. In: IEEE international conference on granular computing, pp 438–441
Ma L (2012) On some types of neighborhood-related covering rough sets. Int J Approx Reason 53:901–911
Marcus D, Wyse F et al (1970) Solution to problem 5712. Am Math Monthly 77:1119
Munkres JR (2000) Topology: a first course. Prentice Hall Inc., Upper Saddle River
Pawlak Z (1982) Rough sets. Int J Comput Inf Sci 11:341–356
Pawlak Z (1991) Rough sets, theoretical aspects of reasoning about data. Kluwer Academic Publisher, Dordrecht
Pawlak Z, Skowron A (2007) Rough sets: some extensions. Inf Sci 177(1):28–40
Pei Z, Pei DW, Zheng L (2011) Topology vs generalized rough sets. Int J Approx Reason 52:231–239
Polkowski L (2002) Rough sets: mathematical foundations. Physica-Verlag, Heidelberg
Pomykala JA (1987) Approximation operations in approximation space. Bull Pol Acad Sci 35:653–662
Qi W, Yuhua Q, Xinyan L, Qian G, Jiye L (2018) Local neighborhood rough set. Knowl Based Syst 153:53–64
Qin K, Gao Y, Pei Z (2007) On covering rough sets. In: Proceedings of RSKT 2007. Lecturer notes artificial intelligence, vol 4481, pp 34–41
Ronse C, Tajinea M (2000) Discretization in Hausdorff space. J Math Imaging Vis 12:219–242
Rosenfeld A (1979) Digital topology. Am Math. Month 86:76–87
Samanta P, Chakraborty MK (2009) Covering based approaches to rough sets and implication lattices. Rough Sets Fuzzy Sets Data Min Granul Comput 5908:127–134
Skowron A (1988) On topology in information system. Bull Pol Acad Sci Math 36:477–480
Skowron A, Swiniarski R, Synak P (2005) Approximation spaces and information granulation. Trans Rough Sets III LNCS 3400:175–189
Syau Y-R, En-Bing L (2014) Neighborhood systems and covering approximation spaces. Knowl-Based Syst 66:61–67
Wiweger A (1988) On topological rough sets. Bull Pol Acad Sci Math 37:51–62
Yan-Lan Z, Jinjin L, Wei-Zhi W (2010) On axiomatic characterizations of three pairs of covering based approximation operators. Inf Sci 179:274–287
Yao Matthew X (2019) Granularity measures and complexity measures of partition-based granular structures. Knowl-Based Syst 163:885–897
Yao YY (1998) Relational interpretations of neighborhood operators and rough set approximation operators. Inf Sci 111:239–259
Yao YY (1999) Granular computing using neighborhood systems. In: Roy R, Furuhashi T, Chawdhry PK (eds) Advances in soft computing: engineering design and manufacturing. Springer, London, pp 539–553
Yao YY (2006) Neighborhood systems and approximate retrieval. Inf Sci 176:3431–3452
Yao YY, Yao BX (2012) Covering based rough set approximations. Inf Sci 200:91–107
Yumin Chen Yu, Ma XY, Feifei X (2017) Measures of uncertainty for neighborhood rough sets. Knowl-Based Syst 120:226–235
Zakowski W (1983) Approximations in the space \((U, { C})\). Demonstr Math 16:761–769
Zhao Z (2016) On some types of covering rough sets from topological points of view. Int J Approx Reason 68:1–14
Zhu W (2007) Topological approaches to covering rough sets. Inf Sci 177:1499–1508
Zhu W (2007) Generalized rough sets based on relations. Inf Sci 177:4997–5011
Zhu W (2009) Relationship among basic concepts in covering-based rough sets. Inf Sci 179:2478–2486
Zhu P (2011) Covering rough sets based on neighborhoods: an approach without using neighborhoods. Int J Approx Reason 52(3):461–472
Zhu W, Wang F (2007) On three types of covering based rough sets. IEEE Trans Knowl Data Eng 8:1131–1143
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The author was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology(2019R1I1A3A03059103).
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Han, SE. Topological properties of locally finite covering rough sets and K-topological rough set structures. Soft Comput 25, 6865–6877 (2021). https://doi.org/10.1007/s00500-021-05693-6
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DOI: https://doi.org/10.1007/s00500-021-05693-6