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Author:

Ahmadi, Hesamoddin

Title:

On the Analysis of Data-driven and Distributed Algorithms for Convex Optimization Problems

Graduate Program:

Industrial Engineering

Keywords:

Optimization and learning
distributed optimization in power system
convex optimization
augmented Lagrangian

File:

Download HesamAhmadi-Dissertation.pdf

Committee Members:

Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Member
Guodong Pang, Committee Member
Minghui Zhu, Committee Member

Author:

Wang, Zi

Title:

First-Order Methods for Large Scale Convex Optimization

Graduate Program:

Industrial Engineering

Keywords:

first-order methods
convex optimization
distributed optimization
convex regression
multi-agent consensus optimization

File:

Download Dissertation_Zi_Wang.pdf

Committee Members:

Necdet S Aybat, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Enrique del Castillo, Committee Member
Constantino Manuel Lagoa, Outside Member