On Multigranular Approximate Rough Equivalence of Sets and Approximate Reasoning

被引:2
|
作者
Tripathy, B. K. [1 ]
Saraf, Prateek [1 ]
Parida, S. Ch. [2 ]
机构
[1] VIT Univ, Sch Comp Sci & Engn, Vellore 632014, Tamil Nadu, India
[2] KBV Mahavidyalaya, Dept Math, Ganjam 761104, Odisha, India
关键词
Rough sets; Approximate equalities; Approximate equivalence; Optimistic multigranulation; Pessimistic multigranulation; Replacement properties; EQUALITIES;
D O I
10.1007/978-81-322-2208-8_55
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the notion of equality in mathematics is too stringent and less applicable in real life situations, Novotny and Pawlak introduced approximate equalities through rough sets. Three more types of such equalities were introduced by Tripathy et al. as further generalisations of these equalities. As rough set introduced by Pawlak is unigranular from the granular computing point of view, two types of multigranulations rough sets called the optimistic and the pessimistic multigranular rough sets have been introduced. Three of the above approximate equalities were extended to the multigranular context by Tripathy et al. recently. In this paper, we extend the last but the most general of these approximate equalities to the multigranular context. We establish several direct and replacement properties of this type of approximate equalities. Also, we illustrate the properties as well as provide counter examples by taking a real life example.
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页码:605 / 616
页数:12
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