Towards new characterizations of small circuit classes via discrete ordinary differential equations

Implicit computational complexity is a lively area of theoretical computer science, which aims to provide machine-independent characterizations of relevant complexity classes. One of the seminal works in this field appeared in the 1960s, when Cobham introduced a function algebra closed under bounded recursion on notation to capture polynomial time computable functions ( FP ). Later on, several complexity classes have been characterized using limited recursion schemas. In this context, an original approach has been recently introduced, showing that ordinary differential equations (ODEs) offer a natural tool for algorithmic design and providing a characterization of FP by a new ODE-schema. In the present paper we generalize this approach by presenting original ODE-characterizations for the small circuit classes FAC 0 and FTC 0 .

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Publication Details

Journal
Theoretical Computer Science
Published
2025-11-26
DOI
https://doi.org/10.1016/j.tcs.2025.115655
Primary Topic
Formal Methods in Verification
Type
article
Field-Weighted Citation Impact
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article

Towards new characterizations of small circuit classes via discrete ordinary differential equations

Melissa Antonelli, Arnaud Durand, Juha Kontinen
Theoretical Computer Science
Formal Methods in Verification
article

Towards new characterizations of small circuit classes via discrete ordinary differential equations

Melissa Antonelli, Arnaud Durand, Juha Kontinen
article en

Abstract

Implicit computational complexity is a lively area of theoretical computer science, which aims to provide machine-independent characterizations of relevant complexity classes. One of the seminal works in this field appeared in the 1960s, when Cobham introduced a function algebra closed under bounded recursion on notation to capture polynomial time computable functions ( FP ). Later on, several complexity classes have been characterized using limited recursion schemas. In this context, an original approach has been recently introduced, showing that ordinary differential equations (ODEs) offer a natural tool for algorithmic design and providing a characterization of FP by a new ODE-schema. In the present paper we generalize this approach by presenting original ODE-characterizations for the small circuit classes FAC 0 and FTC 0 .

Theoretical Computer ScienceVol. 1062
Centre National de la Recherche Scientifique (FR), University of Helsinki (FI), Université Paris Cité (FR), Helsinki Institute of Physics (FI), Institut de Mathématiques de Jussieu-Paris Rive Gauche (FR), Helsinki Institute for Information Technology (FI), Sorbonne Université (FR)
Openalex Percentile: Top 63%
Formal Methods in Verification
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