Search

Author:

Kang, Bosung

Title:

Robust Covariance Matrix Estimation for Radar Space-Time Adaptive Processing (STAP)

Graduate Program:

Electrical Engineering

Keywords:

convex optimization
STAP
radar signal processing
constrained optimization
detection and estimation

File:

Download BosungKang_Thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
David Miller, Committee Member
Constantino Manuel Lagoa, Committee Member
Jesse Louis Barlow, 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

Author:

Yazdandoost Hamedani, Erfan

Title:

Primal-Dual Methods for Saddle-Point Problems with Applications to Decentralized Constrained Convex Optimization

Graduate Program:

Industrial Engineering

Keywords:

saddle-point problem
primal-dual algorithm
decentralized optimization
convex optimization
time-varying network

File:

Download Dissertation_Manuscript_Erfan.pdf

Committee Members:

Necdet S Aybat, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Xingyuan Fang, Committee Member
Constantino Manuel Lagoa, Outside Member
Ling Rothrock, Program Head/Chair