Certified homotopy tracking using the Krawczyk method

التفاصيل البيبلوغرافية
العنوان: Certified homotopy tracking using the Krawczyk method
المؤلفون: Duff, Timothy, Lee, Kisun
سنة النشر: 2024
المجموعة: Computer Science
Mathematics
مصطلحات موضوعية: Mathematics - Numerical Analysis, Computer Science - Symbolic Computation, Mathematics - Algebraic Geometry, 65H14
الوصف: We revisit the problem of certifying the correctness of approximate solution paths computed by numerical homotopy continuation methods. We propose a conceptually simple approach based on a parametric variant of the Krawczyk method from interval arithmetic. Unlike most previous methods for certified path-tracking, our approach is applicable in the general setting of parameter homotopies commonly used to solve polynomial systems of equations. We also describe a novel preconditioning strategy and give theoretical correctness and termination results. Experiments using a preliminary implementation of the method indicate that our approach is competitive with specialized methods appearing previously in the literature, in spite of our more general setting.
Comment: 19 pages, 4 figures, 4 tables. Accepted for the Proceedings of ISSAC 2024
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2402.07053
رقم الأكسشن: edsarx.2402.07053
قاعدة البيانات: arXiv