Extended-valued topical and anti-topical functions on semimodules
Ivan Singer, Viorel Nitica

TL;DR
This paper extends the theory of topical and anti-topical functions on semimodules by introducing an outside greatest element to study extended functions, their conjugates, and polars, enriching the mathematical framework for these functions.
Contribution
It introduces two extensions of the product to define and characterize extended topical and anti-topical functions, along with their conjugates and polars, in the context of semimodules over semifields.
Findings
Characterization of extended topical and anti-topical functions via inequalities
Development of conjugates and biconjugates of Fenchel-Moreau type
Analysis of polars and support sets in the extended framework
Abstract
In previous papers we have studied topical functions f:X-> K and related classes of functions, where X is a b-complete semimodule over an idempotent b-complete semifield K. Without essential restriction of the generality, we assume that K has no greatest element sup K, and hence for x in X and y=inf X the residuation x/y is not defined. Now we adjoin to K an outside "greatest element" top =sup K, and extending in a suitable way the operations of multiplication and addition from K to bar K, which is the union of K and top, we study "extended functions" f:X-> bar K. Actually, we give two different extensions of the product from K to bar K, so as to obtain a meaning also for the residuation x/inf X, with any x in X, and in particular for inf X/inf X, and use them to give characterizations of topical (i.e. increasing homogeneous, defined with the aid of the first product) and anti-topical…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
