Logical testng for rule-base management

Logical testng for rule-base management

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Article ID: iaor1988173
Country: Switzerland
Volume: 12
Start Page Number: 199
End Page Number: 215
Publication Date: Dec 1988
Journal: Annals of Operations Research
Authors:
Keywords: artificial intelligence: expert systems
Abstract:

The paper presents a procedure to logically reduce simple implications that comprise the rule-base of an expert systems. Its method used topological sorting on a diagraph representation that detects logical inconsistency and circular reasoning in linear-time. Then, the sort order provides an efficient method to detect and eliminate forced values and redundant rules. The paper considers additional diagnostic aids for the rule-base manager, notably how to range the number of propositions that could be true and how to consolodate the rule-base. It then shows how the simple case may be extended to logically test a general rule-base with a decomposition principle.

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