Convergence of partially asynchronous block quasi-Newton methods for nonlinear systems of equations

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摘要

In this paper, a partially asynchronous block Broyden method is presented for solving nonlinear systems of equations of the form F(x) = 0. Sufficient conditions that guarantee its local convergence are given. In particular, local convergence is shown when the Jacobian F′(x∗) is an H-matrix, where x∗ is the zero point of F. The results are extended to Schubert's method. A connection with discrete Schwarz alternating procedure is also shown.

论文关键词:Parallel iterative methods,Asynchronous iterations,Quasi-Newton methods,Schwarz alternating procedure

论文评审过程:Received 4 May 1998, Revised 7 October 1998, Available online 17 May 1999.

论文官网地址:https://doi.org/10.1016/S0377-0427(98)00268-4