Credible rules in incomplete decision system based on descriptors

作者: Xibei Yang , Jun Xie , Xiaoning Song , Jingyu Yang

DOI: 10.1016/J.KNOSYS.2008.04.008

关键词:

摘要: This paper proposes a new approach to knowledge acquisition in the incomplete decision system with preference-ordered domains of attributes. In such system, concepts @6 and @7 descriptors are proposed. Two types certain rules, ''credible rules'' then generated by using descriptors. With introduction relative reducts into ''optimal credible further The judgment theorems discernibility functions associated also obtained, from which we can derive system. Some numerical examples employed substantiate conceptual arguments.

参考文章(35)
P. Brezillon, P. Bouquet, Lecture Notes in Artificial Intelligence ,(1999)
Jaroslaw Stepaniuk, Approximation Spaces, Reducts and Representatives Physica, Heidelberg. pp. 109- 126 ,(1998) , 10.1007/978-3-7908-1883-3_6
Jerzy Stefanowski, Alexis Tsoukiàs, On the Extension of Rough Sets under Incomplete Information Lecture Notes in Computer Science. pp. 73- 81 ,(1999) , 10.1007/978-3-540-48061-7_11
Andrzej Skowron, Cecylia Rauszer, The Discernibility Matrices and Functions in Information Systems Intelligent Decision Support. pp. 331- 362 ,(1992) , 10.1007/978-94-015-7975-9_21
Jerzy W. Grzymala-Busse, Incomplete Data and Generalization of Indiscernibility Relation, Definability, and Approximations Lecture Notes in Computer Science. pp. 244- 253 ,(2005) , 10.1007/11548669_26
Jerzy W. Grzymala-Busse, Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation Transactions on Rough Sets IV. ,vol. 4, pp. 58- 68 ,(2005) , 10.1007/11574798_4
Jerzy Błaszczyński, Salvatore Greco, Roman Słowiński, Marcin Szeląg, On variable consistency dominance-based rough set approaches RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing. pp. 191- 202 ,(2006) , 10.1007/11908029_22
Jerzy Błaszczyński, Salvatore Greco, Roman Słowiński, Multi-criteria classification – A new scheme for application of dominance-based decision rules European Journal of Operational Research. ,vol. 181, pp. 1030- 1044 ,(2007) , 10.1016/J.EJOR.2006.03.004