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Accidental Algorthims

Authors: Leslie G. Valiant;

Accidental Algorthims

Abstract

We provide evidence for the proposition that the computational complexity of individual problems, and of whole complexity classes, hinge on the existence of certain solvable polynomial systems that are unlikely to be encountered other than by systematic explorations for them. We consider a minimalist version of Cook?s 3CNF problem, namely that ofmonotone planar 3CNF formulae where each variable occurs twice. We show that counting the number of solutions of these modulo 2 is \oplusP-complete (hence NP-hard) but counting them modulo 7 is polynomial time computable (sic). We also show a similar dichtomy for a vertex cover problem. To derive completeness results we use a new holographic technique for proving completeness results in \oplusP for problems that are in P. For example, we can show in this way that \oplus2CNF, the parity problem for 2CNF, is \oplusP-complete. To derive efficient algorithms we use computer algebra systems to find appropriate holographic gates. In order to explore the limits of holographic techniques we define the notion of an elementary matchgrid algorithm to capture a natural but restricted use of them. We show that for the NP-complete general 3CNF problem no such elementary matchgrid algorithm can exist. We observe, however, that it remains open for many natural #Pcomplete problems whether such elementary matchgrid algorithms exist, and for the general CNF problem whether non-elementary matchgrid algorithms exist.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
59
Top 10%
Top 10%
Top 10%
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