Certifying Zeros of Polynomial Systems Using Interval Arithmetic

DC ElementWertSprache
dc.contributor.authorBreiding, Paul
dc.contributor.authorRose, Kemal
dc.contributor.authorTimme, Sascha
dc.date.accessioned2023-07-12T06:55:54Z-
dc.date.available2023-07-12T06:55:54Z-
dc.date.issued2023
dc.identifier.issn0098-3500
dc.identifier.urihttp://osnascholar.ub.uni-osnabrueck.de/handle/unios/71912-
dc.description.abstractWe establish interval arithmetic as a practical tool for certification in numerical algebraic geometry. Our software HomotopyContinuation.jl now has a built-in function certify, which proves the correctness of an isolated nonsingular solution to a square system of polynomial equations. The implementation rests on Krawczyk's method. We demonstrate that it dramatically outperforms earlier approaches to certification. We see this contribution as a powerful new tool in numerical algebraic geometry, which can make certification the default and not just an option.
dc.description.sponsorshipDeutsche Forschungsgemeinschaft (DFG, German Research Foundation) [445466444, GRK 2434]; European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme [787840]; Paul Breiding funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) -Projektnummer 445466444; and funded by the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement No. 787840). Sascha Timme supported by the Deutsche Forschungsgemeinschaft (German Research Foundation) Graduiertenkolleg Facets of Complexity (GRK 2434).
dc.language.isoen
dc.publisherASSOC COMPUTING MACHINERY
dc.relation.ispartofACM TRANSACTIONS ON MATHEMATICAL SOFTWARE
dc.subjectComputer Science
dc.subjectComputer Science, Software Engineering
dc.subjectDatasets
dc.subjectgaze detection
dc.subjectHOMOTOPY CONTINUATION
dc.subjectMathematics
dc.subjectMathematics, Applied
dc.subjectneural networks
dc.subjecttext tagging
dc.titleCertifying Zeros of Polynomial Systems Using Interval Arithmetic
dc.typejournal article
dc.identifier.doi10.1145/3580277
dc.identifier.isiISI:000952028100011
dc.description.volume49
dc.description.issue1
dc.contributor.researcheridAAD-4179-2020
dc.identifier.eissn1557-7295
dc.publisher.place1601 Broadway, 10th Floor, NEW YORK, NY USA
dcterms.isPartOf.abbreviationACM Trans. Math. Softw.
dcterms.oaStatusGreen Submitted
local.import.remainsaffiliations : University Osnabruck; Technical University of Berlin
local.import.remainsweb-of-science-index : Science Citation Index Expanded (SCI-EXPANDED)
crisitem.author.deptFB 06 - Mathematik/Informatik/Physik-
crisitem.author.deptidfb6-
crisitem.author.orcid0000-0003-3747-9185-
crisitem.author.parentorgUniversität Osnabrück-
crisitem.author.netidBrPa211-
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