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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
Modeling, Analysis, and Control of Heterogeneous Multicellular Oscillators

Description:

No two cells in a population are identical to each other. Cell populations are almost universally heterogeneous, with their heterogeneity or variability often underlying complex emergent behavior and phenotypes. Heterogeneity presents a challenge to the discovery, characterization, and control of multicellular systems. Heterogeneity exists across multiple scales, ranging from the...

Keyword:

Circadian Rhythms, Systems Biology, Control Theory, Dynamical Systems, and Mathematical Modeling

Subject:

Bioengineering and Chemical engineering

Creator:

Balakrishnan, Narasimhan

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

06/22/2022

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_879749 and http://dissertations.umi.com/northwestern:15942

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