Rough fuzzy sets and fuzzy rough sets pdf

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rough fuzzy sets and fuzzy rough sets pdf

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Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. Fuzzy Rough Sets: The Forgotten Step Abstract: Traditional rough set theory uses equivalence relations to compute lower and upper approximations of sets.

Rough Atanassov's Intuitionistic Fuzzy Sets Model over Two Universes and Its Applications

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Intelligent Decision Support pp Cite as. In this paper we argue that fuzzy sets and rough sets aim to different purposes and that it is more natural to try to combine the two models of uncertainty vagueness for fuzzy sets and coarseness for rough sets in order to get a more accurate account of imperfect information. First, the upper and lower approximations of a fuzzy set are defined, when the universe of discourse of a fuzzy sets is coarsened by means of an equivalence relation. Another idea is to turn the equivalence relation relation into a fuzzy similarity relation, for a more expressive modeling of coarseness. New results on the representation of similarity relations by means of a fuzzy partition of fuzzy clusters of more or less indiscernible points are surveyed. The properties of upper and lower approximations of fuzzy sets by similarity relations are thoroughly studied.

Recently, much attention has been given to the rough set models based on two universes. And many rough set models based on two universes have been developed from different points of view. In this paper, a novel model, that is, rough Atanassov's intuitionistic fuzzy sets model over two different universes, is firstly proposed from Atanassov's intuitionistic point of view. We study some important properties of approximation operators and investigate the rough degree in the novel model. Furthermore, an illustrated example is employed to demonstrate the conceptual arguments of the model. Finally, rough Atanassov's intuitionistic fuzzy sets approach to decision is presented in the generalized approximation space over two universes by considering the problem about how to arrange patients to see the doctor reasonably, from which it can be found that the method is valuable and useful in real life. Rough set theory, originally proposed by Pawlak in the early s [ 1 — 3 ] as a useful tool for treating with uncertainty or imprecision information, has been successfully applied in the fields of artificial intelligence, pattern recognition, medical diagnosis, data mining, conflict analysis, algebra [ 4 — 12 ], and so on.

Putting Rough Sets and Fuzzy Sets Together

Li, F. L-valued Fuzzy Rough Sets. Iranian Journal of Fuzzy Systems , 16 1 , Fei Li; Yueli Yue. Iranian Journal of Fuzzy Systems , 16, 1, ,

Make Submissions Propose a Special Issue. Download PDF. In this paper, a color image segmentation algorithm is proposed by extracting both texture and color features and applying them to the one -against-all multi class support vector machine MSVM classifier for segmentation. The fuzzy set based membership functions capably handle the problem of overlapping clusters. The lower and upper approximation concepts of rough sets deal well with uncertainty, vagueness, and incompleteness in data.

Metrics details. Fuzzy ideal approximation connectedness and the fuzzy ideal approximation continuity between fuzzy ideal approximation spaces are introduced. The notion of rough sets was given by Pawlak [ 1 ] referring to uncertainty of intelligent systems characterized by insufficient and incomplete information. Basically, rough sets are defined depending on some equivalence relation R on a universal finite set X. The pair X , R was called an approximation space based on an equivalence relation imposed on X. In any approximation space, the notions of lower approximation, upper approximation, and boundary region operators of some subset could be induced. On the other hand, the relationships between rough sets and topological spaces were studied in [ 2 ].


Fuzzy set theory, soft set theory and rough set theory are mathematical tools for dealing with uncertainties and are closely related. Feng et al.


Fuzzy rough sets with a fuzzy ideal

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COMMENT 5

  • The theory of the fuzzy rough set was proposed by Dubois and Prade to deal with data inconsistencies [35], [36]. They introduced. Nterarerspec1992 - 07.05.2021 at 01:18
  • ROUGH FUZZY SETS AND FUZZY ROUGH SETS* The notion of a rough set introduced by Pawlak has often been compared to that of a fuzzy set, sometimes​. Percy G. - 07.05.2021 at 22:21
  • Fuzzy sets and rough sets address two important, and mutually orthogonal, char- acteristics of imperfect data and knowledge: while the former allow that objects. Daniel B. - 08.05.2021 at 19:30
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