On the local convergence of an iterative approach for inverse singular value problems
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摘要
The purpose of this paper is to provide the convergence theory for the iterative approach given by M.T. Chu [Numerical methods for inverse singular value problems, SIAM J. Numer. Anal. 29 (1992), pp. 885–903] in the context of solving inverse singular value problems. We provide a detailed convergence analysis and show that the ultimate rate of convergence is quadratic in the root sense. Numerical results which confirm our theory are presented. It is still an open issue to prove that the method is Q-quadratic convergent as claimed by M.T. Chu.
论文关键词:Inverse problems,Singular values,Root-convergence rate,Newton method
论文评审过程:Received 30 September 2004, Revised 21 June 2005, Available online 20 January 2006.
论文官网地址:https://doi.org/10.1016/j.cam.2005.06.050