Certifying Zeros of Polynomial Systems Using Interval Arithmetic

Autor(en): Breiding, Paul 
Rose, Kemal
Timme, Sascha
Stichwörter: Computer Science; Computer Science, Software Engineering; Datasets; gaze detection; HOMOTOPY CONTINUATION; Mathematics; Mathematics, Applied; neural networks; text tagging
Erscheinungsdatum: 2023
Herausgeber: ASSOC COMPUTING MACHINERY
Journal: ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE
Volumen: 49
Ausgabe: 1
Zusammenfassung: 
We 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.
ISSN: 0098-3500
DOI: 10.1145/3580277

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