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Author:

Song, Wenjing

Title:

Statistical learning of dynamic transportation models

Graduate Program:

Industrial Engineering

Keywords:

Statistical learning
Kriging
Dynamic traffic assignment
Dynamic network loading
Dynamic user equilibrium
Big data

File:

Download Dissertation_final-Wenjing_Song.pdf.pdf

Committee Members:

Terry Lee Friesz, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Chair/Co-Chair
Enrique Del Castillo, Committee Member
Runze Li, Committee Member
Vikash V. Gayah, Outside Member
Steven James Landry, Program Head/Chair
Vinayak Uday Shanbhag, Committee Member

Author:

Li, Hang

Title:

On Active Learning Methods for Manifold Data

Graduate Program:

Industrial Engineering

Keywords:

Active Learning
Manifold Learning
Design of Experiment
High-Dimensional Data Analysis

File:

Download Dissertation_Final__1_.pdf

Committee Members:

Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Qiushi Chen, Committee Member
Runze Li, Outside Member
Steven James Landry, Program Head/Chair

Author:

Garza, Angela

Title:

INTEGRATING OPTIMIZATION AND ARTIFICIAL INTELLIGENCE - AGENT BASED MODELING FOR OPTIMAL WORKFORCE PLANNING

Graduate Program:

Industrial Engineering

Keywords:

agent-based modeling
workforce planning
system dynamics
multi-objective mathematical programming
artificial intelligence
optimization

File:

Download Garza_Final_Dissertation_20191205.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Jay Dean Martin, Special Member
Eunhye Song, Committee Member
Akhil Kumar, Outside Member
Daniel A. Finke, Committee Member
Ling Rothrock, Program Head/Chair

Author:

Julaiti, Juxihong

Title:

Manufacturing Systems Modeling and Analysis

Graduate Program:

Industrial Engineering

Keywords:

stochastic scheduling
job shop scheduling
optimal control
reinforcement learning

File:

Download Dissertation_Juxihong_Julaiti.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Chair/Co-Chair
Eunhye Song, Committee Member
Vasant Gajanan Honavar, Outside Member
Bicheng Chen, Special Member
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Dissertation Advisor/Co-Advisor