Representation in case-based reasoning applied to control reconfiguration

Authors:
Ons Lejri;Moncef Tagina
Affiliations:
National School of Computer Sciences (ENSI), SOIE Laboratory, Campus universitaire de La Manouba, La Manouba, Tunisia;National School of Computer Sciences (ENSI), SOIE Laboratory, Campus universitaire de La Manouba, La Manouba, Tunisia
Venue:
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Year:
2012

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Abstract

Cased-Based Reasoning (CBR) is based on the use of previous experiences to solve new problems. In this work, we propose to use CBR paradigm for solving control reconfiguration problems. The reconfiguration task aims to maintain the system working despite some situations that may affect it (faults, change in production strategy, …). The main issue is then to find the new laws or rules to use in each different situation. In this article, we especially focus on the representation part. In fact, representation is a very important task in this type of problematic as the structure of the case will affect all the other phases of the CBR cycle.