On the error estimate of the randomized double block Kaczmarz method

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摘要

In this paper, we consider the convergence analysis of the randomized double block Kaczmarz method and improve the upper bound of the error estimate in expectation of the randomized double block Kaczmarz method. Numerical experiments are given to demonstrate the theoretical results and to show a large gap between the new and the old bound.

论文关键词:Kaczmarz method,Error estimate in expectation,Random,Upper bound,Convergence

论文评审过程:Received 31 May 2019, Revised 30 October 2019, Accepted 3 November 2019, Available online 22 November 2019, Version of Record 13 December 2019.

论文官网地址:https://doi.org/10.1016/j.amc.2019.124907