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On Boolean vs. Modular arithmetic for circuits and communication protocols

Identifieur interne : 001296 ( Istex/Corpus ); précédent : 001295; suivant : 001297

On Boolean vs. Modular arithmetic for circuits and communication protocols

Auteurs : Carsten Damm

Source :

RBID : ISTEX:8B735DF5093FB7A183856D1B9A7B094101A52447

Abstract

Abstract: We compare two computational models that appeared in the literature in a Boolean setting and in an analog setting based on modular arithmetic. We prove that in both cases the arithmetic version can to some extend simulate the Boolean version. Although the models are very different, the proofs rely on the same idea based on the Schwartz-Zippel-Theorem. In the first part we prove that depth d semi-unbounded Boolean circuits can be simulated by depth 2d + O(log d + log n) semi-unbounded arithmetic circuits, regardless of the size. This is an improvement on a similar construction in [3] that achieves depth 3d + O(log s + log n), where s is the size of the original circuit. Our construction is simpler and uses fewer random bits. In the second part we prove, that two-party parity communication protocols can approximate nondeterministic communication protocols. A strict simulation of one by the other is impossible as was shown in [2].

Url:
DOI: 10.1007/BFb0055829

Links to Exploration step

ISTEX:8B735DF5093FB7A183856D1B9A7B094101A52447

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<GivenName>Carsten</GivenName>
<FamilyName>Damm</FamilyName>
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<OrgDivision>Department of Computer Science</OrgDivision>
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<City>Trier</City>
<Country>Germany</Country>
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<Heading>Abstract</Heading>
<Para>We compare two computational models that appeared in the literature in a Boolean setting and in an analog setting based on modular arithmetic. We prove that in both cases the arithmetic version can to some extend simulate the Boolean version. Although the models are very different, the proofs rely on the same idea based on the Schwartz-Zippel-Theorem.</Para>
<Para>In the first part we prove that depth
<Emphasis Type="Italic">d</Emphasis>
semi-unbounded Boolean circuits can be simulated by depth 2
<Emphasis Type="Italic">d</Emphasis>
+
<Emphasis Type="Italic">O</Emphasis>
(log
<Emphasis Type="Italic">d</Emphasis>
+ log
<Emphasis Type="Italic">n</Emphasis>
) semi-unbounded arithmetic circuits, regardless of the size. This is an improvement on a similar construction in [3] that achieves depth 3
<Emphasis Type="Italic">d</Emphasis>
+
<Emphasis Type="Italic">O</Emphasis>
(log
<Emphasis Type="Italic">s</Emphasis>
+ log
<Emphasis Type="Italic">n</Emphasis>
), where
<Emphasis Type="Italic">s</Emphasis>
is the size of the original circuit. Our construction is simpler and uses fewer random bits. In the second part we prove, that two-party parity communication protocols can approximate nondeterministic communication protocols. A strict simulation of one by the other is impossible as was shown in [2].</Para>
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<title>On Boolean vs. Modular arithmetic for circuits and communication protocols</title>
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<abstract lang="en">Abstract: We compare two computational models that appeared in the literature in a Boolean setting and in an analog setting based on modular arithmetic. We prove that in both cases the arithmetic version can to some extend simulate the Boolean version. Although the models are very different, the proofs rely on the same idea based on the Schwartz-Zippel-Theorem. In the first part we prove that depth d semi-unbounded Boolean circuits can be simulated by depth 2d + O(log d + log n) semi-unbounded arithmetic circuits, regardless of the size. This is an improvement on a similar construction in [3] that achieves depth 3d + O(log s + log n), where s is the size of the original circuit. Our construction is simpler and uses fewer random bits. In the second part we prove, that two-party parity communication protocols can approximate nondeterministic communication protocols. A strict simulation of one by the other is impossible as was shown in [2].</abstract>
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<identifier type="DOI">10.1007/BFb0055753</identifier>
<identifier type="ISBN">978-3-540-64827-7</identifier>
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