Deciding stability and mortality of piecewise affine dynamical systems
Identifieur interne : 001B07 ( Hal/Corpus ); précédent : 001B06; suivant : 001B08Deciding stability and mortality of piecewise affine dynamical systems
Auteurs : Vincent D. Blondel ; Olivier Bournez ; Pascal Koiran ; Christos Papadimitriou ; John N. TsitsiklisSource :
- Theoretical Computer Science [ 0304-3975 ] ; 2001.
Abstract
We show that several global properties (attractivity, global asymptotic stability and mortality) of discrete time dynamical systems defined by iteration of piecewise-affine maps are undecidable. Such results had been known only for local properties (e.g., point-to-point reachability). These three properties are undecidable in dimension at least two, but turn out to be decidable in one dimension for continuous maps. This gives a partial answer to a question of Sontag on the decidability of the stability of saturated linear dynamical systems.
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<front><div type="abstract" xml:lang="en">We show that several global properties (attractivity, global asymptotic stability and mortality) of discrete time dynamical systems defined by iteration of piecewise-affine maps are undecidable. Such results had been known only for local properties (e.g., point-to-point reachability). These three properties are undecidable in dimension at least two, but turn out to be decidable in one dimension for continuous maps. This gives a partial answer to a question of Sontag on the decidability of the stability of saturated linear dynamical systems.</div>
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<idno type="stamp" n="LIB" p="UPMC">Laboratoire d'Imagerie Biomédicale</idno>
<idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno>
<idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno>
<idno type="stamp" n="LABO-LORIA-SET" p="LORIA">LABO-LORIA-SET</idno>
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<notesStmt><note type="commentary">Article dans revue scientifique avec comité de lecture.</note>
<note type="audience" n="1">Not set</note>
<note type="popular" n="0">No</note>
<note type="peer" n="1">Yes</note>
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<sourceDesc><biblStruct><analytic><title xml:lang="en">Deciding stability and mortality of piecewise affine dynamical systems</title>
<author role="aut"><persName><forename type="first">Vincent D.</forename>
<surname>Blondel</surname>
</persName>
<idno type="halAuthorId">132043</idno>
<orgName ref="#struct-365188"></orgName>
</author>
<author role="aut"><persName><forename type="first">Olivier</forename>
<surname>Bournez</surname>
</persName>
<email>Olivier.Bournez@loria.fr</email>
<idno type="halAuthorId">130056</idno>
<orgName ref="#struct-300009"></orgName>
<affiliation ref="#struct-2360"></affiliation>
</author>
<author role="aut"><persName><forename type="first">Pascal</forename>
<surname>Koiran</surname>
</persName>
<idno type="halAuthorId">130518</idno>
<orgName ref="#struct-364713"></orgName>
<affiliation ref="#struct-1152"></affiliation>
</author>
<author role="aut"><persName><forename type="first">Christos</forename>
<surname>Papadimitriou</surname>
</persName>
<idno type="halAuthorId">132044</idno>
<orgName ref="#struct-365189"></orgName>
<affiliation ref="#struct-805"></affiliation>
</author>
<author role="aut"><persName><forename type="first">John N.</forename>
<surname>Tsitsiklis</surname>
</persName>
<idno type="halAuthorId">130519</idno>
<orgName ref="#struct-364714"></orgName>
</author>
</analytic>
<monogr><idno type="localRef">A00-R-081 || blondel00b</idno>
<idno type="halJournalId" status="VALID">19594</idno>
<idno type="issn">0304-3975</idno>
<title level="j">Theoretical Computer Science</title>
<imprint><publisher>Elsevier</publisher>
<biblScope unit="volume">255</biblScope>
<biblScope unit="issue">1-2</biblScope>
<biblScope unit="pp">687-696</biblScope>
<date type="datePub">2001</date>
</imprint>
</monogr>
</biblStruct>
</sourceDesc>
<profileDesc><langUsage><language ident="en">English</language>
</langUsage>
<textClass><keywords scheme="author"><term xml:lang="it">stabilit</term>
<term xml:lang="it">computability</term>
<term xml:lang="it">stability</term>
<term xml:lang="it">calculabilité</term>
</keywords>
<classCode scheme="halDomain" n="info.info-oh">Computer Science [cs]/Other [cs.OH]</classCode>
<classCode scheme="halTypology" n="ART">Journal articles</classCode>
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<abstract xml:lang="en">We show that several global properties (attractivity, global asymptotic stability and mortality) of discrete time dynamical systems defined by iteration of piecewise-affine maps are undecidable. Such results had been known only for local properties (e.g., point-to-point reachability). These three properties are undecidable in dimension at least two, but turn out to be decidable in one dimension for continuous maps. This gives a partial answer to a question of Sontag on the decidability of the stability of saturated linear dynamical systems.</abstract>
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