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Title

Relative Reducts and Heuristic Algorithm for Reducts in the Object-Oriented Rough Set Models

Author

M.Srivenkatesh, P.V.G.D.Prasadreddy, Y.srinivas

Citation

Vol. 10  No. 11  pp. 194-201

Abstract

We propose a new reduct in the object-oriented rough set model called relative reduct. In the object?oriented rough set models, objects are treated as instances of classes, and illustrate structural hierarchies among objects based on is-a relationship and has-a relationship[2].We also introduced heuristic-filter base algorithm for finding reducts in the object-oriented rough set model. The reduct finding in the object-oriented rough set models suffer intense computation of discernibility function and positive regions. In order to improve the efficiency, in this paper, we develop a new computation model based on relative class dependency.

Keywords

Rough Set, Dynamic Reduct, Core, Indiscernibility Relations, Discernibility Matrices

URL

http://paper.ijcsns.org/07_book/201011/20101131.pdf