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Filtering by: Keyword Distributed optimization Keyword Consensus optimization

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Description:: With the growing size of networks and datasets and the lack of centralized access to information, distributed control and optimization become inevitable. In the first part of this thesis, we develop an asynchronous Newton-based distributed optimization algorithm and analyze its convergence properties. Our algorithm benefits from the fast convergence properties...
Keyword:: Asynchronous algorithms, Consensus optimization, Distributed optimization, Gradient method, and Newton's method
Subject:: Electrical engineering
Creator:: mansoori, fatemeh
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 04/28/2020
Date Created:: 2020-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_719666 and http://dissertations.umi.com/northwestern:15015

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