IEEE - Institute of Electrical and Electronics Engineers, Inc. - Accelerated gradient methods for networked optimization

2011 American Control Conference

Author(s): Euhanna Ghadimi ; Mikael Johansson ; Iman Shames
Sponsor(s): Control Syst. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: San Francisco, CA, USA
Conference Date: 29 June 2011
Page(s): 1,668 - 1,673
ISBN (CD): 978-1-4577-0079-8
ISBN (Electronic): 978-1-4577-0081-1
ISBN (Paper): 978-1-4577-0080-4
ISSN (CD): 0743-1619
ISSN (Electronic): 2378-5861
ISSN (Paper): 0743-1619
DOI: 10.1109/ACC.2011.5990992
Regular:

This paper explores the use of accelerated gradient methods in networked optimization. Optimal algorithm parameters and associated convergence rates are derived for distributed resource allocation... View More

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