Fast and accurate randomized algorithms for linear systems and eigenvalue problems

This paper develops a class of algorithms for general linear systems and eigenvalue problems. These algorithms apply fast randomized dimension reduction (``sketching"") to accelerate standard subspace projection methods, such as GMRES and Rayleigh--Ritz. This modification makes it possible...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Nakatsukasa, Y, Tropp, JA
التنسيق: Journal article
اللغة:English
منشور في: Society for Industrial and Applied Mathematics 2024