Coherent Taylor expansion as a bimonad

Abstract We extend the recently introduced setting of coherent differentiation by taking into account not only differentiation but also Taylor expansion in categories which are not necessarily (left) additive. The main idea consists in extending summability into an infinitary functor which intuitively maps any object to the object of its countable summable families. This functor is endowed with a canonical structure of a bimonad. In a linear logical categorical setting, Taylor expansion is then axiomatized as a distributive law between this summability functor and the resource comonad (aka. exponential). This distributive law allows to extend the summability functor into a bimonad on the coKleisli category of the resource comonad: this extended functor computes the Taylor expansion of the (nonlinear) morphisms of the coKleisli category. We also show how this categorical axiomatization of Taylor expansion can be generalized to arbitrary cartesian categories, leading to a general theory of Taylor expansion formally similar to that of cartesian differential categories, although it does not require the underlying cartesian category to be left additive. We provide several examples of concrete categories that arise in denotational semantics and feature such analytic structures.

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Journal
Mathematical Structures in Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1017/s0960129525000040
Primary Topic
Logic, programming, and type systems
Type
article
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article

Coherent Taylor expansion as a bimonad

Aymeric Walch, Thomas Ehrhard
Mathematical Structures in Computer Science
Logic, programming, and type systems
article

Coherent Taylor expansion as a bimonad

Aymeric Walch, Thomas Ehrhard
article en

Abstract

Abstract We extend the recently introduced setting of coherent differentiation by taking into account not only differentiation but also Taylor expansion in categories which are not necessarily (left) additive. The main idea consists in extending summability into an infinitary functor which intuitively maps any object to the object of its countable summable families. This functor is endowed with a canonical structure of a bimonad. In a linear logical categorical setting, Taylor expansion is then axiomatized as a distributive law between this summability functor and the resource comonad (aka. exponential). This distributive law allows to extend the summability functor into a bimonad on the coKleisli category of the resource comonad: this extended functor computes the Taylor expansion of the (nonlinear) morphisms of the coKleisli category. We also show how this categorical axiomatization of Taylor expansion can be generalized to arbitrary cartesian categories, leading to a general theory of Taylor expansion formally similar to that of cartesian differential categories, although it does not require the underlying cartesian category to be left additive. We provide several examples of concrete categories that arise in denotational semantics and feature such analytic structures.

Mathematical Structures in Computer ScienceVol. 35
Centre National de la Recherche Scientifique (FR), Université Paris Cité (FR)
Openalex Percentile: Top 97%
Logic, programming, and type systems
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Coherent Taylor expansion as a bimonad — Aymeric Walch, Thomas Ehrhard · Mathematical Structures in Computer Science (2025) | TGRS Research Map | TGRS