Soft Computing

, Volume 21, Issue 9, pp 2189–2199

A unified view of consistent functions

Foundations
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Abstract

In order to compare the structures and properties of two generalized information systems, a class of special mappings, called consistent functions in some literature, have been extensively studied over the past years. Most recently, consistent functions have been unified and extended into the framework of neighborhood systems which have general binary relations, dominance relations, and coverings as instances. In this paper, we further extend and investigate the notion of consistent functions for fuzzy neighborhood systems. After introducing the definition of extended consistent functions and showing their relationships with related functions, we present some basic properties of the new consistent functions with respect to set-theoretic operations and fuzzy neighborhoods, respectively. As an application, we consider the attribute reduction based on consistent functions. In doing so, we contribute to a unified view of consistent functions and attempt to develop a general theory for investigating the invariant properties of fuzzy neighborhood systems under consistent functions.

Keywords

Attribute reduction Consistent function Fuzzy neighborhood system Homomorphism Granular computing 

Copyright information

© Springer-Verlag Berlin Heidelberg 2016

Authors and Affiliations

  1. 1.School of ScienceBeijing University of Posts and TelecommunicationsBeijingChina
  2. 2.College of ScienceBeijing Forestry UniversityBeijingChina
  3. 3.State Key Laboratory of Networking and SwitchingBeijing University of Posts and TelecommunicationsBeijingChina

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