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Author:

Bekiroglu, Korkut

Title:

From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments

Graduate Program:

Electrical Engineering

Keywords:

Adaptive Intervention
Robust Treatment Design
System Identification
Atomic Norm
min-max Structured Robust Optimization

File:

Download Korkut_Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Kenneth Jenkins, Committee Member
Stephanie Trea Lanza, Committee Member
Necdet S Aybat, Special Member

Author:

Mohammadzadeh Jasour, Ashkan

Title:

Convex Approximation of Chance Constrained Optimization Problems: Application in System and Control

Graduate Program:

Electrical Engineering

Keywords:

Chance Constrained
Convex Optimization
Semidefinite Programming
Measure and Moments
Polynomials
Sum of Squares Optimization
Duality

File:

Download Ashkan-Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Chair/Co-Chair
Vishal Monga, Committee Member
Minghui Zhu, Committee Member
Antonios Armaou, Outside Member
Alexei Novikov, Committee Member

Author:

Ashour, Mahmoud

Title:

Distributed Optimization Approaches to Nonconvex Problems

Graduate Program:

Electrical Engineering

Keywords:

Distributed Optimization
Nonconvex Problems
Network Flow Control
Sparsity

File:

Download Ashour-Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
George Kesidis, Committee Member
Minghui Zhu, Committee Member
Necdet S Aybat, Outside Member
Kultegin Aydin, Program Head/Chair