Preorder-based triangle: A modified version of bilattice-based triangle for belief revision in nonmonotonic reasoning
Journal of Experimental and Theoretical Artificial Intelligence
Bilattice-based triangle provides an elegant algebraic structure for reasoning with vague and uncertain information. But the truth and knowledge ordering of intervals in bilattice-based triangle cannot handle repetitive belief revisions which is an essential characteristic of nonmonotonic reasoning. Moreover, the ordering induced over the intervals by the bilattice-based triangle is not sometimes intuitive. In this work, we construct an alternative algebraic structure, namely preorder-based triangle and we formulate proper logical connectives for this. It is also demonstrated that Preorder-based triangle serves to be a better alternative to the bilattice-based triangle for reasoning in application areas, that involve nonmonotonic fuzzy reasoning with uncertain information.
Ray, Kumar S.; Paul, Sandip; and Saha, Diganta, "Preorder-based triangle: A modified version of bilattice-based triangle for belief revision in nonmonotonic reasoning" (2018). Journal Articles. 1578.