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The log-exponential smoothing technique and Nesterov's accelerated gradient method for generalized Sylvester problems - MaRDI portal

The log-exponential smoothing technique and Nesterov's accelerated gradient method for generalized Sylvester problems (Q274096)

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scientific article; zbMATH DE number 6572496
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The log-exponential smoothing technique and Nesterov's accelerated gradient method for generalized Sylvester problems
scientific article; zbMATH DE number 6572496

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    The log-exponential smoothing technique and Nesterov's accelerated gradient method for generalized Sylvester problems (English)
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    22 April 2016
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    The authors consider a generalization of the Sylvester problem. It consists in finding the smallest ball that intersects a finite number of target sets in \(\mathbb R^n\). When the sets are singeltons, the problem reduces to the classical Sylvester problem. The authors propose a numerical algorithm for solving the generalized Sylvester problem based on the log-exponential smoothing technique and Nesterov's accelerated gradient method. Numerical examples in the concluding section of the paper show that the proposed algorithm is effective also for problems in higher dimensions.
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    generalized Sylvester problem
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    Nesterov's accelerated gradient method
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    majorization-minimization algorithm
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    log-exponential smoothing technique
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