KSL-90-01 + redirect page
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems + Has identifier
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems + Ksl tr id
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems + Number
| Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems |
Bibtype
techreport
Has publishing details
January,1990
Has title
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems
Has where published
KSL-90-01
Has year
1990
Title
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems
Year
1990
Abstract
By representing explicitly the knowledge t … By representing explicitly the knowledge that underlies the selection of process-control actions, decision-theoretic models provide significant potential advantages in the context of heuristic process control systems. In this paper, we examine the limitations of implicit models of choice in such systems, and we describe an explicit, decision-theoretic approach that facilitates reasoning, explanation, and knowledge acquisition. We demonstrate this approach in the context of a particular application, abstracting from this demonstration to emphasize the broader benefits of integrating techniques from artificial intelligence and decision theory in heuristic process control systems. eory in heuristic process control systems.
Author
David A. Klein and Edward H. Shortliffe +
Has author
David A. Klein and Edward H. Shortliffe +
Has identifier
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems +
Institution
IBM +
Ksl tr id
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems +
Month
January +
Number
Integrating Artificial Intelligence and Decision Theory in Heuristic Process Control Systems +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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