An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle

Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm called DOMLEM that induces a minimal set of generalized decision rules consistent with the dominance principle. An extension of this algorithm for a variable consistency model of dominance based rough set approach is also presented.

• Type: Conference
• Year: 2000
• Where: RSCTC
• Authors: Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski
• Keywords: Decision Rules, Dominance-based Rough Set Approach, Fuzzy Logic, Rough Set Approach, RSCTC 2000