Certifying zeros of polynomial systems using interval arithmetic
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 implement...
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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
powerful new tool in numerical algebraic geometry, that can make certification
the default and not just an option. |
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DOI: | 10.48550/arxiv.2011.05000 |