IEEE - Institute of Electrical and Electronics Engineers, Inc. - Random Coordinate Descent Methods for Sparse Optimization: Application to Sparse Control

2015 20th International Conference on Control Systems and Computer Science (CSCS)

Author(s): Andrei Patrascu ; Ion Necoara
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2015
Conference Location: Bucharest, Romania
Conference Date: 27 May 2015
Page(s): 909 - 914
ISBN (CD): 978-1-4799-1779-2
ISBN (Electronic): 978-1-4799-1780-8
DOI: 10.1109/CSCS.2015.140
Regular:

In this paper we analyze a family of general random block coordinate descent methods for the minimization of ℓ0 regularized optimization problems, i.e. The objective function is... View More

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