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Reductions in Computational Complexity Using Clifford Algebras

Identifieur interne : 003C25 ( Istex/Corpus ); précédent : 003C24; suivant : 003C26

Reductions in Computational Complexity Using Clifford Algebras

Auteurs : René Schott ; G. Stacey Staples

Source :

RBID : ISTEX:FB4E52678311DC7B5D90BD784BC31849AD861BFE

Abstract

Abstract.: A number of combinatorial problems are treated using properties of abelian null-square-generated and idempotent-generated subalgebras of Clifford algebras. For example, the problem of deciding whether or not a graph contains a Hamiltonian cycle is known to be NP-complete. By considering entries of Λk, where Λ is an appropriate nilpotent adjacency matrix, the k-cycles in any finite graph are recovered. Within the algebra context (i.e., considering the number of multiplications performed within the algebra), these problems are reduced to matrix multiplication, which is in complexity class P. The Hamiltonian cycle problem is one of many problems moved from classes NP-complete and #P-complete to class P in this context. Other problems considered include the set covering problem, counting the edge-disjoint cycle decompositions of a finite graph, computing the permanent of an arbitrary matrix, computing the girth and circumference of a graph, and finding the longest path in a graph.

Url:
DOI: 10.1007/s00006-008-0143-2

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ISTEX:FB4E52678311DC7B5D90BD784BC31849AD861BFE

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<SimplePara>Received: July 4, 2008. Accepted: October 1, 2008.</SimplePara>
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<title>Reductions in Computational Complexity Using Clifford Algebras</title>
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<namePart type="given">René</namePart>
<namePart type="family">Schott</namePart>
<affiliation>IECN and LORIA Université Henri Poincaré-Nancy I, BP 239, 54506, Vandoeuvre-lès-Nancy, France</affiliation>
<affiliation>E-mail: schott@loria.fr</affiliation>
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<namePart type="given">G.</namePart>
<namePart type="family">Stacey Staples</namePart>
<affiliation>Department of Mathematics and Statistics, Southern Illinois University at Edwardsville, 62026-1653, Edwardsville, IL, USA</affiliation>
<affiliation>E-mail: sstaple@siue.edu</affiliation>
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<abstract lang="en">Abstract.: A number of combinatorial problems are treated using properties of abelian null-square-generated and idempotent-generated subalgebras of Clifford algebras. For example, the problem of deciding whether or not a graph contains a Hamiltonian cycle is known to be NP-complete. By considering entries of Λk, where Λ is an appropriate nilpotent adjacency matrix, the k-cycles in any finite graph are recovered. Within the algebra context (i.e., considering the number of multiplications performed within the algebra), these problems are reduced to matrix multiplication, which is in complexity class P. The Hamiltonian cycle problem is one of many problems moved from classes NP-complete and #P-complete to class P in this context. Other problems considered include the set covering problem, counting the edge-disjoint cycle decompositions of a finite graph, computing the permanent of an arbitrary matrix, computing the girth and circumference of a graph, and finding the longest path in a graph.</abstract>
<classification displayLabel="Mathematics Subject Classification (2000).">68Q15</classification>
<classification displayLabel="Mathematics Subject Classification (2000).">05C50</classification>
<classification displayLabel="Mathematics Subject Classification (2000).">05C38</classification>
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<topic>Hamiltonian cycles</topic>
<topic>travelling salesman problem</topic>
<topic>longest path</topic>
<topic>NP-hard</topic>
<topic>NP-complete</topic>
<topic>cycle cover</topic>
<topic>set packing problem</topic>
<topic>set covering problem</topic>
<topic>matrix permanent</topic>
<topic>quantum computing</topic>
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<part>
<date>2010</date>
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<number>20</number>
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