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    A hyperbolic penalty method to solve structured convex minimization problems

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    Date
    2020
    Author
    Hamdi, A.
    Al-Maadeed, T.K.
    Taati, A.
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    Abstract
    This paper presents a decomposition algorithm based on the smooth hyperbolic penalty, which leads to a scheme suitable for parallelized computations. The proposed algorithm can be seen as a separable version of the earlier hyperbolic penalty method built, and its main idea is related to a penalty-type scheme mixed with a kind of resource allocation approach to decompose large scale separable constrained minimization programs. 2020 The Authors.
    DOI/handle
    http://dx.doi.org/10.21833/ijaas.2020.05.011
    http://hdl.handle.net/10576/47873
    Collections
    • Mathematics, Statistics & Physics [‎786‎ items ]

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