Uncertain reasoning and decision making

Authors:
Qing Zhou;Wei Peng
Affiliations:
The Software Institute of Zhongshan University, Guangzhou, Guangdong, P.R. China;Science and Technology Institute of GRC, Guangzhou, Guangdong, P.R. China
Venue:
Intelligent information processing II
Year:
2004

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Uncertainty in Artificial Intelligence

Uncertainty in Artificial Intelligence
On Measuring Uncertainty and Uncertainty-Based Information: Recent Developments

Annals of Mathematics and Artificial Intelligence

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Abstract

In this paper we discuss uncertain reasoning and decision making. Our proposal is based on the knowledge we have and entirely formalized within the so called classical two valued logic, so it has a solid foundation. Basic notions of various items are defined formally; formulas of supporting degree for uncertain reasoning and supporting degree with safety for decision making are introduced. Evaluation of "weighted facts", which represents the different importance of facts, is clearly presented within our proposal without anything else. The relation between uncertain reasoning and decision making is discussed in detail. Examples in the paper are comprehensively exhibited, which shows that our proposal is reasonable and computer-operative.