AN APPLICATION OF NON-CLAUSAL DEDUCTION IN DIAGNOSIS

Citation
A. Ramesh et Nv. Murray, AN APPLICATION OF NON-CLAUSAL DEDUCTION IN DIAGNOSIS, Expert systems with applications, 12(1), 1997, pp. 119-126
Citations number
15
Categorie Soggetti
Operatione Research & Management Science","System Science","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
ISSN journal
09574174
Volume
12
Issue
1
Year of publication
1997
Pages
119 - 126
Database
ISI
SICI code
0957-4174(1997)12:1<119:AAONDI>2.0.ZU;2-U
Abstract
A new technique is presented for computing minimal diagnoses of a syst em, based on Reiter's theory of diagnosis from first principles. Modif ications to the technique are introduced that restrict the diagnoses g enerated to those representing single faults. This approach does not r ely on a clause form representation (although it is applicable to syst ems represented in clause form), nor does it require generating the se t of minimal conflicts. Experimental results are presented in which th e performance of an implementation of these techniques on commonly use d benchmark problems is measured. Copyright (C) 1997 Elsevier Science Ltd