Attribute Reduction Algorithm of Incomplete Dicision Table Based on Conditional Entropy

Autor: Yan Ying Fan, Wei Zhang, Zhang Yan Xu
Rok vydání: 2013
Předmět:
Zdroj: Applied Mechanics and Materials. :1505-1509
ISSN: 1662-7482
DOI: 10.4028/www.scientific.net/amm.380-384.1505
Popis: The search of the attribute reduction algorithm of rough set in incomplete decision table is a research hot spot. Though analysis of the advantages and disadvantages of the existing attribute reduction algorithms,we put forward a definition of relative discernibility matrix base on the positive area. Then we compute the tolerance class with the the idea of cardinal number sorting method, giving a quick heuristic algorithm of attribute reduction with theconditional entropy and relative discernibility matrix, which of the time complexity is in the worst case. The test result shows that the algorithm can obtain an attribute reduction efficiently.
Databáze: OpenAIRE