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    TIP
    2010
    163views more  TIP 2010»
    Fast Image Recovery Using Variable Splitting and Constrained Optimization
    14 years 24 days ago
    Fast Image Recovery Using Variable Splitting and Constrained Optimization
    Download  www.lx.it.pt
    We propose a new fast algorithm for solving one of the standard formulations of image restoration and reconstruction which consists of an unconstrained optimization problem where t...
    Manya V. Afonso, José M. Bioucas-Dias, M&aa...
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    MP
    2008
    91views more  MP 2008»
    The rate of convergence of the augmented Lagrangian method for nonlinear semidefinite programming
    14 years 6 months ago
    The rate of convergence of the augmented Lagrangian method for nonlinear semidefinite programming
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    We analyze the rate of local convergence of the augmented Lagrangian method for nonlinear semidefinite optimization. The presence of the positive semidefinite cone constraint requ...
    Defeng Sun, Jie Sun, Liwei Zhang
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