Linearized primal-dual methods for linear inverse problems with total variation regularization and finite element discretization (Q2835443)

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scientific article; zbMATH DE number 6659331
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Linearized primal-dual methods for linear inverse problems with total variation regularization and finite element discretization
scientific article; zbMATH DE number 6659331

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    Linearized primal-dual methods for linear inverse problems with total variation regularization and finite element discretization (English)
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    2 December 2016
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    linearized primal dual method
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    linear inverse problem
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    finite element method
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    total variation regularization
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    global convergence
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    worst-case convergence
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    numerical results
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    This work proposes a linearized primal dual method for linear inverse problems with total variation regularization, and a relaxed version. It also analyzes the global convergence and worst-case convergence rates (in terms of iteration complexity). Some numerical results are provided.
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