DocumentCode
1932885
Title
Qualitative Diagnosis Based on System Structure
Author
Zhang, Xue-nong ; Jiang, Yun-fei ; Chen, Ai-xiang
Author_Institution
Zhongshan Univ., Guangzhou
Volume
5
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
2592
Lastpage
2597
Abstract
This paper presents a qualitative diagnosis model based on system structure. Using structure information, an effective method for finding qualitative diagnoses is brought out. Not losing any possible diagnosis, the diagnostic space is reduced. For the system which limited knowledge is known and the consistency-based diagnosis can´t be got, in other hand, its qualitative diagnosis can be obtained. Furthermore, the relation between qualitative diagnosis, consistency-based diagnosis and causality diagnosis is discussed. At last, this paper defines the adoptability of the diagnostic system and proves that the qualitative diagnosis and the consistency-based diagnosis are adoptable.
Keywords
program diagnostics; causality diagnosis; consistency-based diagnosis; qualitative diagnosis; system structure; Algebra; Artificial intelligence; Automata; Computational complexity; Cybernetics; Electronic mail; Input variables; Machine learning; Pharmaceuticals; Software quality; Adoptability; Model-based diagnosis; Qualitative diagnosis;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370585
Filename
4370585
Link To Document