DocumentCode
1338419
Title
Entropy-based reliability analysis for intelligent machines
Author
Musto, Joseph C. ; Saridis, George N.
Author_Institution
Brady (W.H.) Co., Milwaukee, WI, USA
Volume
27
Issue
2
fYear
1997
fDate
4/1/1997 12:00:00 AM
Firstpage
239
Lastpage
244
Abstract
A new metric for performance assessment of intelligent machines has been developed. The method fuses concepts from the Theory of Intelligent Machines proposed by Saridis (1988) with traditional reliability analysis in the development of a measure which reflects both the uncertainty inherent in the intelligent machine and the uncertainty allowed by the task description. The metric is entropy based, and is shown to be analogous to a measure of system reliability
Keywords
artificial intelligence; intelligent control; reliability; entropy based; intelligent machines; reliability analysis; system reliability; uncertainty; Control systems; Entropy; Frequency measurement; Intelligent control; Intelligent structures; Machine intelligence; Probability density function; Reliability theory; Stochastic systems; System performance;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/3477.558806
Filename
558806
Link To Document