ENTROPY-BASED RELIABILITY-ANALYSIS FOR INTELLIGENT MACHINES

Authors
MUSTO JC SARIDIS GN
Citation
Jc. Musto et Gn. Saridis, ENTROPY-BASED RELIABILITY-ANALYSIS FOR INTELLIGENT MACHINES, IEEE transactions on systems, man and cybernetics. Part B. Cybernetics, 27(2), 1997, pp. 239-244
Citations number
14
Categorie Soggetti
Controlo Theory & Cybernetics","Computer Science Cybernetics","Robotics & Automatic Control
Journal title
IEEE transactions on systems, man and cybernetics. Part B. Cybernetics → ACNP
ISSN journal
10834419
Volume
27
Issue
2
Year of publication
1997
Pages
239 - 244
Database
ISI
SICI code
1083-4419(1997)27:2<239:ERFIM>2.0.ZU;2-B
Abstract
A new metric for performance assessment of intelligent machines has be en developed. The method fuses concepts from the Theory of Intelligent Machines proposed by Saridis with traditional reliability analysis in the development of a measure which reflects both the uncertainty inhe rent in the intelligent machine and the uncertainty allowed by the tas k description, The metric is entropy based, and will be shown to be an alogous to a measure of system reliability.