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The Cartographer
A Unified Framework for Nonmonotonic Reasoning with Vagueness and Uncertainty
October 01, 2019 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Sandip Paul, Kumar Sankar Ray, Diganta Saha
arXiv ID
1910.06902
Category
cs.AI: Artificial Intelligence
Citations
4
Venue
arXiv.org
Last Checked
4 months ago
Abstract
An interval-valued fuzzy answer set programming paradigm is proposed for nonmonotonic reasoning with vague and uncertain information. The set of sub-intervals of $[0,1]$ is considered as truth-space. The intervals are ordered using preorder-based truth and knowledge ordering. The preorder based ordering is an enhanced version of bilattice-based ordering. The system can represent and reason with prioritized rules, rules with exceptions. An iterative method for answer set computation is proposed. The sufficient conditions for termination of iterations are identified for a class of logic programs using the notion of difference equations.
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