IEEE - Institute of Electrical and Electronics Engineers, Inc. - A forward-backward Bregman splitting scheme for regularized distributed optimization problems

2016 IEEE 55th Conference on Decision and Control (CDC)

Author(s): Jinming Xu ; Shanying Zhu ; Yeng Chai Soh ; Lihua Xie
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 12 December 2016
Page(s): 1,093 - 1,098
ISBN (Electronic): 978-1-5090-1837-6
ISBN (DVD): 978-1-5090-1844-4
DOI: 10.1109/CDC.2016.7798413
Regular:

We consider regularized distributed optimization problems over networks. The problem arises from many existing domains, such as coordinated control, sensor fusion and distributed learning. We... View More

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