Certifying Zeros of Polynomial Systems Using Interval Arithmetic

Author:

Breiding Paul1ORCID,Rose Kemal2ORCID,Timme Sascha3ORCID

Affiliation:

1. Universität Osnabrück, Osnabrück, Niedersachsen, Germany

2. MPI MiS Leipzig, Leipzig, Sachsen, Germany

3. Technische Universität Berlin, Berlin, Germany

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.

Funder

Deutsche Forschungsgemeinschaft

European Research Council

European Union’s Horizon 2020

Publisher

Association for Computing Machinery (ACM)

Subject

Applied Mathematics,Software

Reference48 articles.

1. Likelihood degenerations;Agostini Daniele;arXiv preprint arXiv:2107.10518,2021

2. Bertini: Software for numerical algebraic geometry;Bates Daniel;Retrieved from bertini.nd.edu,2013

3. Yet another eigenvalue algorithm for solving polynomial systems;Bender Matías R.;arXiv preprint arXiv:2105.08472,2021

4. Julia: A Fresh Approach to Numerical Computing

5. Marginal independence models;Boege Tobias;arXiv preprint arXiv:2112.10287,2021

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Solving the area-length systems in discrete gravity using homotopy continuation;Classical and Quantum Gravity;2024-08-22

2. Algebraic Varieties in Quantum Chemistry;Foundations of Computational Mathematics;2024-07-17

3. Implementing real polyhedral homotopy;Journal of Software for Algebra and Geometry;2024-04-30

4. 3D Genome Reconstruction from Partially Phased Hi-C Data;Bulletin of Mathematical Biology;2024-02-22

5. The Cone of $$5\times 5$$ Completely Positive Matrices;Discrete & Computational Geometry;2024-01-24

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3