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ON SMOOTH LU DECOMPOSITIONS WITH APPLICATIONS TO SOLUTIONS OF NONLINEAR EIGENVALUE PROBLEMS 被引量:5

ON SMOOTH LU DECOMPOSITIONS WITH APPLICATIONS TO SOLUTIONS OF NONLINEAR EIGENVALUE PROBLEMS
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摘要 We study the smooth LU decomposition of a given analytic functional A-matrix A(A) and its block-analogue. Sufficient conditions for the existence of such matrix decompositions are given, some differentiability about certain elements arising from them are proved, and several explicit expressions for derivatives of the specified elements are provided. By using these smooth LU decompositions, we propose two numerical methods for computing multiple nonlinear eigenvalues of A(A), and establish their locally quadratic convergence properties. Several numerical examples are provided to show the feasibility and effectiveness of these new methods. We study the smooth LU decomposition of a given analytic functional A-matrix A(A) and its block-analogue. Sufficient conditions for the existence of such matrix decompositions are given, some differentiability about certain elements arising from them are proved, and several explicit expressions for derivatives of the specified elements are provided. By using these smooth LU decompositions, we propose two numerical methods for computing multiple nonlinear eigenvalues of A(A), and establish their locally quadratic convergence properties. Several numerical examples are provided to show the feasibility and effectiveness of these new methods.
出处 《Journal of Computational Mathematics》 SCIE CSCD 2010年第6期745-766,共22页 计算数学(英文)
基金 supported by the National Basic Research Program(No.2005CB321702) the China Outstanding Young Scientist F0undation(No.10525102) the National Natural Science Foundation (No.10471146),P.R.China
关键词 Matrix-valued function Smooth LU decomposition PIVOTING Nonlinear eigenvalue problem Multiple eigenvalue Newton method. Matrix-valued function, Smooth LU decomposition, Pivoting, Nonlinear eigenvalue problem, Multiple eigenvalue, Newton method.
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  • 1孙继广,矩阵扰动分析,1987年
  • 2曹志浩,矩阵计算和方程求根,1979年
  • 3薛兆清

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