Northwestern University

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Distributed Optimization in Open Networks with Faults

Description:

The field of distributed optimization algorithms is wide and growing, and new techniques for categorizing and analyzing existing algorithms are continually being developed. In this Thesis, we leverage control theoretic analysis and block diagram interpretations for existing algorithms to synthesize entirely new families of algorithms. These new algorithm families have...

Keyword:

Integral Quadratic Constraints, Multi-Agent Systems, Control Theory, Distributed Optimization, and Private Distributed Averaging

Subject:

Electrical engineering

Creator:

Donato Ridgley, Israel

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

08/23/2023

Date Created:

2023-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:16667 and etdadmin_upload_1002370