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

  • Authors:
  • Salvatore Greco;Benedetto Matarazzo;Roman Slowinski;Jerzy Stefanowski

  • Affiliations:
  • -;-;-;-

  • Venue:
  • RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
  • Year:
  • 2000

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Abstract

Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We intoduce 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.