DocumentCode
2579160
Title
Improving the reliability of heuristic diagnosis
Author
Potter, Walter D. ; Miller, John A. ; Gandham, Ravi ; Lapena, Chito N.
Author_Institution
Georgia Univ., Athens, GA, USA
fYear
1991
fDate
13-16 Oct 1991
Firstpage
725
Abstract
One of the issues addressed by the authors is just how reliable are diagnoses produced by a genetic algorithm. The next issue, and the focus of this work, is how to achieve improved reliability of these heuristically produced diagnoses. The primary improvement mechanism is the new genetic algorithm operator called environmental conditioning. This operator and several variants are examined and the experimental results reported
Keywords
fault location; genetic algorithms; reliability theory; environmental conditioning; fault diagnosis; genetic algorithm; reliability; Artificial intelligence; Computer science; Diagnostic expert systems; Diseases; Fault diagnosis; Genetic algorithms; Humans; Mechanical systems; Problem-solving; Thumb;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location
Charlottesville, VA
Print_ISBN
0-7803-0233-8
Type
conf
DOI
10.1109/ICSMC.1991.169772
Filename
169772
Link To Document