Categorification of Negative Information using Enrichment

July 27, 2022 ยท The Ethereal ยท ๐Ÿ› ACT

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Andrea Censi, Emilio Frazzoli, Jonathan Lorand, Gioele Zardini arXiv ID 2207.13589 Category math.CT: Category Theory Cross-listed cs.RO Citations 2 Venue ACT Last Checked 1 month ago
Abstract
In many engineering applications it is useful to reason about "negative information". For example, in planning problems, providing an optimal solution is the same as giving a feasible solution (the "positive" information) together with a proof of the fact that there cannot be feasible solutions better than the one given (the "negative" information). We model negative information by introducing the concept of "norphisms", as opposed to the positive information of morphisms. A "nategory" is a category that has "nom"-sets in addition to hom-sets, and specifies the interaction between norphisms and morphisms. In particular, we have composition rules of the form morphism + norphism $\to$ norphism. Norphisms do not compose by themselves; rather, they use morphisms as catalysts. After providing several applied examples, we connect nategories to enriched category theory. Specifically, we prove that categories enriched in de Paiva's dialectica categories GC, in the case C = Set and equipped with a modified monoidal product, define nategories which satisfy additional regularity properties. This formalizes negative information categorically in a way that makes negative and positive morphisms equal citizens.
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