Published:
May 2003
Proceedings:
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2003)
Volume
Issue:
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2003)
Track:
All Papers
Downloads:
Abstract:
Refinement systems currently select the best rule refinements from a set of conflicting and alternative refinements by using heuristics. This paper presents a new operations research approach for the selection of optimal rule refinements. The problem analysis and the description of the optimization are performed using two well-defined examples. The analysis of the refinement selection problem leads to the conclusion that a binary linear maximization problem is to be solved by a operations research procedure. The mathematical solution of the refinement selection problem is a milestone in the history of rule refinement.
FLAIRS
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2003)
ISBN 978-1-57735-177-1
Published by The AAAI Press, Menlo Park, California.