Descriptive complexity of #P functions: A new perspective

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  • Universität Helsinki
  • Universite Paris 7
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OriginalspracheEnglisch
Seiten (von - bis)40-54
Seitenumfang15
FachzeitschriftJournal of Computer and System Sciences
Jahrgang116
Frühes Online-Datum30 Apr. 2020
PublikationsstatusVeröffentlicht - März 2021

Abstract

We introduce a new framework for a descriptive complexity approach to arithmetic computations. We define a hierarchy of classes based on the idea of counting assignments to free function variables in first-order formulae. We completely determine the inclusion structure and show that #P and #AC0 appear as classes of this hierarchy. In this way, we unconditionally place #AC0 properly in a strict hierarchy of arithmetic classes within #P. Furthermore, we show that some of our classes admit efficient approximation in the sense of FPRAS. We compare our classes with a hierarchy within #P defined in a model-theoretic way by Saluja et al. and argue that our approach is better suited to study arithmetic circuit classes such as #AC0 which can be descriptively characterized as a class in our framework.

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Descriptive complexity of #P functions: A new perspective. / Durand, Arnaud; Haak, Anselm; Kontinen, Juha et al.
in: Journal of Computer and System Sciences, Jahrgang 116, 03.2021, S. 40-54.

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Durand A, Haak A, Kontinen J, Vollmer H. Descriptive complexity of #P functions: A new perspective. Journal of Computer and System Sciences. 2021 Mär;116:40-54. Epub 2020 Apr 30. doi: 10.1016/j.jcss.2020.04.002
Durand, Arnaud ; Haak, Anselm ; Kontinen, Juha et al. / Descriptive complexity of #P functions : A new perspective. in: Journal of Computer and System Sciences. 2021 ; Jahrgang 116. S. 40-54.
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AU - Haak, Anselm

AU - Kontinen, Juha

AU - Vollmer, Heribert

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