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Variable parameter Uzawa method for solving the indefinite least squares problem

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Abstract In this paper, the variable parameter Uzawa method is presented to solve the indefinite least squares problem. The proposed iterative method is unconditionally convergent, and its iterative algorithm and parameter designing are simple and efficient. Numerical experiments show that the variable parameter Uzawa method is superior to the USSOR method \cite{17} and the splitting-based randomized iterative method \cite{21}.
Springer Science and Business Media LLC
Title: Variable parameter Uzawa method for solving the indefinite least squares problem
Description:
Abstract In this paper, the variable parameter Uzawa method is presented to solve the indefinite least squares problem.
The proposed iterative method is unconditionally convergent, and its iterative algorithm and parameter designing are simple and efficient.
Numerical experiments show that the variable parameter Uzawa method is superior to the USSOR method \cite{17} and the splitting-based randomized iterative method \cite{21}.

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