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An Efficient Algorithm for Determining the Set of All Reductive Attributes in Incomplete Decision Tables Cover

An Efficient Algorithm for Determining the Set of All Reductive Attributes in Incomplete Decision Tables

Open Access
|Dec 2013

Abstract

In rough set theory, the number of all reducts for a given decision table can be exponential with respect to the number of attributes. This paper investigates the problem of determining the set of all reductive attributes which are present in at least one reduct of an incomplete decision table. We theoretically prove that this problem can be solved in polynomial time. This result shows that the problem of determining the union of all reducts can be solved in polynomial time, and the problem of determining the set of all redundant attributes which are not present in any reducts can also be solved in polynomial time.

DOI: https://doi.org/10.2478/cait-2013-0058 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 118 - 126
Published on: Dec 31, 2013
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2013 Janos Demetrovics, Vu Duc Thi, Nguyen Long Giang, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons License.

Volume 13 (2013): Issue 4 (December 2013)