Certifying Zeros of Polynomial Systems Using Interval Arithmetic

IF 2.7 1区 数学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Paul Breiding, Kemal Rose, Sascha Timme
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引用次数: 0

Abstract

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.

用区间算法证明多项式系统的零点
在数值代数几何中,我们建立了区间算法作为一种实用的证明工具。我们的软件同伦延拓。Jl现在有一个内置的函数证明,它证明了多项式方程的平方系统的孤立非奇异解的正确性。实现依赖于Krawczyk的方法。我们证明,它大大优于早期的认证方法。我们将此贡献视为数值代数几何中的一个强大的新工具,它可以使认证成为默认值,而不仅仅是一个选项。
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来源期刊
ACM Transactions on Mathematical Software
ACM Transactions on Mathematical Software 工程技术-计算机:软件工程
CiteScore
5.00
自引率
3.70%
发文量
50
审稿时长
>12 weeks
期刊介绍: As a scientific journal, ACM Transactions on Mathematical Software (TOMS) documents the theoretical underpinnings of numeric, symbolic, algebraic, and geometric computing applications. It focuses on analysis and construction of algorithms and programs, and the interaction of programs and architecture. Algorithms documented in TOMS are available as the Collected Algorithms of the ACM at calgo.acm.org.
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