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On Iterative Algorithm and Perturbation Analysis for the Nonlinear Matrix Equation
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作者 chacha stephen chacha 《Communications on Applied Mathematics and Computation》 2022年第3期1158-1174,共17页
In this study,an iterative algorithm is proposed to solve the nonlinear matrix equation X+A∗eXA=In.Explicit expressions for mixed and componentwise condition numbers with their upper bounds are derived to measure the ... In this study,an iterative algorithm is proposed to solve the nonlinear matrix equation X+A∗eXA=In.Explicit expressions for mixed and componentwise condition numbers with their upper bounds are derived to measure the sensitivity of the considered nonlinear matrix equation.Comparative analysis for the derived condition numbers and the proposed algorithm are presented.The proposed iterative algorithm reduces the number of iterations significantly when incorporated with exact line searches.Componentwise condition number seems more reliable to detect the sensitivity of the considered equation than mixed condition number as validated by numerical examples. 展开更多
关键词 Mixed condition number Componentwise condition number Iterative algorithm Perturbation analysis Exact line search
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