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Author:

Lee, Jinkun

Title:

Development of a Model-free Hamiltonian Tracking Optimal Control Algorithm

Graduate Program:

Industrial Engineering

Keywords:

Optimal control
Hamiltonian Tracking
Model-free algorithm

File:

Download Dissertation_JinkunLee.pdf

Committee Members:

Vittaldas V Prabhu, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Member
Chia Yu Chang, Committee Member
Hosam Kadry Fathy, Committee Member

Author:

Kannan, Aswin

Title:

Distributed Algorithms for Optimization and variational Inequality Problems: Addressing competition, Uncertainty, And Misspecification

Graduate Program:

Industrial Engineering

Keywords:

Variational inequalities
distributed algorithm
stochastic approximation
pseudomonotone.

File:

Download Aswin-Kannan-Thesis.pdf

Committee Members:

Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Member
Paul M Griffin, Committee Member
Minghui Zhu, Committee Member
Angelia Nedich, Special Member

Author:

Jeon, Hyun Woo

Title:

Manufacturing Energy Models based on Probabilistic Approaches

Graduate Program:

Industrial Engineering

Keywords:

manufacturing energy
queueing energy models
probabilistic manufacturing energy

File:

Download Dissertation__Hyun_Woo_Jeon_.pdf

Committee Members:

Vittaldas V Prabhu, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Member
Guodong Pang, Committee Member
Hosam Kadry Fathy, Committee Member

Author:

Davanloo Tajbakhsh, Sam

Title:

On Convex Optimization Methods for Fitting Spatial Statistical Models to Large Data Sets

Graduate Program:

Industrial Engineering

Keywords:

Convex Optimization
Gaussian Random Field
Spatial Statistics
Alternating Direction Method of Multipliers
ADMM.

File:

Download SamDavanloo-Dissertation.pdf

Committee Members:

Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Member
James Landis Rosenberger, Committee Member
Murali Haran, Committee Member

Author:

Lu, Hongyuan

Title:

Heavy Traffic Limits for Fork-Join Networks with Synchronization Constraints

Graduate Program:

Industrial Engineering

Keywords:

fork-join networks
non-exchangeable synchronization
generalized Kiefer process
multiparameter sequential empirical process

File:

Download Dissertation_HongyuanLu.pdf

Committee Members:

Guodong Pang, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Member
Manfred Heinz Denker, Committee Member
Paul Griffin, Committee Member
Vinayak V Shanbhag, Committee Member

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

Author:

Agrawal, Deepak

Title:

ESSAYS IN HEALTHCARE MODELING AND ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

appointment scheduling
healthcare analytics
preference based scheduling
markov decision process
no-show
multi-priority
network model
risk prediction
physician scheduling

File:

Download Deepak_Final_Thesis.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Guodong Pang, Committee Member
Mort D Webster, Outside Member
Guodong Pang, Committee Chair/Co-Chair
Guodong Pang, Dissertation Advisor/Co-Advisor

Author:

Zhou, Yuhang

Title:

FUNCTIONAL LIMIT THEOREMS FOR NON-STATIONARY STOCHASTIC SYSTEMS

Graduate Program:

Industrial Engineering

Keywords:

Functional limit theorems
Maximal inequalities
Infinite-server queue
Non-stationarity

File:

Download YZ-Dissertation.pdf

Committee Members:

Guodong Pang, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Xingyuan Fang, Committee Member
David Russell Hunter, Outside Member

Author:

Matenga, Zvikomborero

Title:

The design of electricity markets in developing economies: A Differential Games and Optimal control methods application

Graduate Program:

Industrial Engineering

Keywords:

Electricity Markets
Developing Economies
Differential Games
Optimal Control Methods

File:

Download Zvikomborero_Matenga_Dissertation.pdf

Committee Members:

Janis P Terpenny, Dissertation Advisor/Co-Advisor
Janis P Terpenny, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Qiushi Chen, Committee Member
Xingyuan Fang, Outside Member
Johannes Wolfgang Fedderke, Committee Chair/Co-Chair
Johannes Wolfgang Fedderke, Dissertation Advisor/Co-Advisor