Model-based diagnosis and conditional logic

Authors
Citation
N. Obeid, Model-based diagnosis and conditional logic, APPL INTELL, 14(2), 2001, pp. 213-230
Citations number
52
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
APPLIED INTELLIGENCE
ISSN journal
0924669X → ACNP
Volume
14
Issue
2
Year of publication
2001
Pages
213 - 230
Database
ISI
SICI code
0924-669X(200103/04)14:2<213:MDACL>2.0.ZU;2-X
Abstract
The model-based diagnostic approach was first introduced to overcome the li mitations of heuristic systems. However, research on model-based systems sh owed that the model-based diagnosis approaches resort to assumptions that c an be viewed as the return, though controlled, of heuristics into diagnosti c reasoning. In this paper we focus on diagnosis with component-oriented de vice models. We argue for the need to represent and reason with these assum ptions. We present a conditional logic, DL, That is suitable for diagnostic reasoning and allows us to represent and reason with assumptions.