A New Heuristic Attribute Reduction Method Based on Boolean Matrix

Abstract:

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Attribute reduction of rough set is a very important research topic. The shortcoming of Reference [8,9]’s method is got a superset of a true reduction sometimes, and the disadvantage of Reference [10]’s algorithm is could not get a right attribute reduction sometimes. To overcome the above shortcomings, a new heuristic attribute reduction method based on Boolean matrix is put forward. Finally, the method’s feasibility and validity are proved by examples.

Info:

Periodical:

Edited by:

Shaobo Zhong, Yimin Cheng and Xilong Qu

Pages:

605-609

DOI:

10.4028/www.scientific.net/AMM.50-51.605

Citation:

Y. H. Xie "A New Heuristic Attribute Reduction Method Based on Boolean Matrix", Applied Mechanics and Materials, Vols. 50-51, pp. 605-609, 2011

Online since:

February 2011

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$35.00

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