On the Structure of Valiant's Complexity Classes

In Valiant developed an algebraic analogue of the theory of NP-completeness for computations of polynomials over a field. We further develop this theory in the spirit of structural complexity and obtain analogues of well-known results by Baker, Gill, and Solovay, Ladner, and Schöning.\par We show th...

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Main Author: Peter Bürgisser
Format: Article
Language:English
Published: Discrete Mathematics & Theoretical Computer Science 1999-01-01
Series:Discrete Mathematics & Theoretical Computer Science
Subjects:
Online Access:https://dmtcs.episciences.org/260/pdf
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author Peter Bürgisser
author_facet Peter Bürgisser
author_sort Peter Bürgisser
collection DOAJ
description In Valiant developed an algebraic analogue of the theory of NP-completeness for computations of polynomials over a field. We further develop this theory in the spirit of structural complexity and obtain analogues of well-known results by Baker, Gill, and Solovay, Ladner, and Schöning.\par We show that if Valiant's hypothesis is true, then there is a p-definable family, which is neither p-computable nor \textitVNP-complete. More generally, we define the posets of p-degrees and c-degrees of p-definable families and prove that any countable poset can be embedded in either of them, provided Valiant's hypothesis is true. Moreover, we establish the existence of minimal pairs for \textitVP in \textitVNP.\par Over finite fields, we give a \emphspecific example of a family of polynomials which is neither \textitVNP-complete nor p-computable, provided the polynomial hierarchy does not collapse.\par We define relativized complexity classes VP^h and VNP^h and construct complete families in these classes. Moreover, we prove that there is a p-family h satisfying VP^h = VNP^h.
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spelling doaj.art-1c421578a12744dd8bd6ab40c6b815ee2024-03-07T15:00:15ZengDiscrete Mathematics & Theoretical Computer ScienceDiscrete Mathematics & Theoretical Computer Science1365-80501999-01-01Vol. 3 no. 310.46298/dmtcs.260260On the Structure of Valiant's Complexity ClassesPeter Bürgisser0Institut für Mathematik [Zürich]In Valiant developed an algebraic analogue of the theory of NP-completeness for computations of polynomials over a field. We further develop this theory in the spirit of structural complexity and obtain analogues of well-known results by Baker, Gill, and Solovay, Ladner, and Schöning.\par We show that if Valiant's hypothesis is true, then there is a p-definable family, which is neither p-computable nor \textitVNP-complete. More generally, we define the posets of p-degrees and c-degrees of p-definable families and prove that any countable poset can be embedded in either of them, provided Valiant's hypothesis is true. Moreover, we establish the existence of minimal pairs for \textitVP in \textitVNP.\par Over finite fields, we give a \emphspecific example of a family of polynomials which is neither \textitVNP-complete nor p-computable, provided the polynomial hierarchy does not collapse.\par We define relativized complexity classes VP^h and VNP^h and construct complete families in these classes. Moreover, we prove that there is a p-family h satisfying VP^h = VNP^h.https://dmtcs.episciences.org/260/pdfposet of degreesstructural complexityalgebraic theories of np-completeness diagonalizationposet of degrees.[info.info-dm] computer science [cs]/discrete mathematics [cs.dm]
spellingShingle Peter Bürgisser
On the Structure of Valiant's Complexity Classes
Discrete Mathematics & Theoretical Computer Science
poset of degrees
structural complexity
algebraic theories of np-completeness diagonalization
poset of degrees.
[info.info-dm] computer science [cs]/discrete mathematics [cs.dm]
title On the Structure of Valiant's Complexity Classes
title_full On the Structure of Valiant's Complexity Classes
title_fullStr On the Structure of Valiant's Complexity Classes
title_full_unstemmed On the Structure of Valiant's Complexity Classes
title_short On the Structure of Valiant's Complexity Classes
title_sort on the structure of valiant s complexity classes
topic poset of degrees
structural complexity
algebraic theories of np-completeness diagonalization
poset of degrees.
[info.info-dm] computer science [cs]/discrete mathematics [cs.dm]
url https://dmtcs.episciences.org/260/pdf
work_keys_str_mv AT peterburgisser onthestructureofvaliantscomplexityclasses