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441. Forecasting Technical and Functional Obsolescence for Improved Business Processes

open_access
Open Access
Author:
Jennings, Connor Patrick
Title:
Forecasting Technical and Functional Obsolescence for Improved Business Processes
Graduate Program:
Industrial Engineering
Keywords:
obsolescence
life cycle
obsolete
DMSMS
machine learning
obsolescence risk
ROC
Receiver operating characteristic
cell phone
camera
screens
File:
Download Connor_Jennings_-_Penn_State_Dissertation_2018__Final_.pdf
Committee Members:
Janis P Terpenny, Dissertation Advisor/Co-Advisor
Janis P Terpenny, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Timothy William Simpson, Committee Member
Conrad S Tucker, Outside Member

442. Condition-based Maintenance Policy Optimization Using Genetic Algorithms and Gaussian Markov Improvement Algorithm

open_access
Open Access
Author:
Hoffman, Michael L
Title:
Condition-based Maintenance Policy Optimization Using Genetic Algorithms and Gaussian Markov Improvement Algorithm
Graduate Program:
Industrial Engineering
Keywords:
condition-based maintenance
maintenance optimization
genetic algorithm
gaussian markov improvement algorithm
File:
Download Hoffman_Thesis.pdf
Committee Members:
Soundar Kumara, Thesis Advisor/Co-Advisor
Eunhye Song, Thesis Advisor/Co-Advisor
Michael Brundage, Committee Member

444. Coordinated Supplier Selection, Inventory Replenishment, and Pricing Decisions in Supply Chain Management

open_access
Open Access
Author:
Duan, Lisha
Title:
Coordinated Supplier Selection, Inventory Replenishment, and Pricing Decisions in Supply Chain Management
Graduate Program:
Industrial Engineering
Keywords:
Supply chain management
Supplier selection
Integrated inventory planning
Length of time period
Price-sensitive demand
Logit demand function
Decentralized supply chain
Game theory
File:
Download Disseration_Lisha_Duan.pdf
Committee Members:
José A. Ventura, Dissertation Advisor/Co-Advisor
José A. Ventura, Committee Chair/Co-Chair
Eunhye Song, Committee Member
Huanan Zhang, Committee Member
Saurabh Bansal, Outside Member

449. PLANNING THE MEANS OF PRODUCTION: A MODEL BASED SIMULATED ANNEALING APPROACH

open_access
Open Access
Author:
Peck, William
Title:
PLANNING THE MEANS OF PRODUCTION: A MODEL BASED SIMULATED ANNEALING APPROACH
Graduate Program:
Industrial Engineering
Keywords:
Simulated Annealing
Systems Dynamic Modeling
Integer Programming
Resource Allocation Problem
Simulation Modeling
Metaheuristics
Mathematical Programming
Job Shop
File:
Download Peck_MS_Thesis_Final_1.pdf
Committee Members:
Daniel A. Finke, Thesis Advisor/Co-Advisor
Ilgun Guler, Committee Member
Robert Carl Voigt, Committee Member

450. An Integrated Supplier Selection Model with Product Life Cycle Considerations

open_access
Open Access
Author:
Titus, Richard
Title:
An Integrated Supplier Selection Model with Product Life Cycle Considerations
Graduate Program:
Industrial Engineering
Keywords:
Supplier Selection
MCDM
Product Life Cycle
Goal Programming
Math Programming
case study
File:
Download Titus_Thesis_3_20_19_FINAL.pdf
Committee Members:
A. Ravindran, Dissertation Advisor/Co-Advisor
A. Ravindran, Committee Chair/Co-Chair
El-Amine Lehtihet, Committee Member
Vittaldas Prabhu, Committee Member
Felisa Preciado Higgins, Outside Member

451. PERSONALIZED ADAPTIVE GAMIFICATION SYSTEMS TO IMPROVE PERFORMANCE AND MOTIVATION

open_access
Open Access
Author:
Lopez Bencosme, Christian Enmanuel
Title:
PERSONALIZED ADAPTIVE GAMIFICATION SYSTEMS TO IMPROVE PERFORMANCE AND MOTIVATION
Graduate Program:
Industrial Engineering
Keywords:
Gamification
Machine Learning
Player type
Perzonalization
File:
Download Dissertation_IME_PhD_ChristianLopez.pdf
Committee Members:
Conrad S. Tucker, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Freivalds Andris, Committee Member
Conrad S. Tucker, Committee Member
Thomas A. Litzinger, Outside Member

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

open_access
Open Access
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

453. HIGH DIMENSIONAL STATISTICAL LEARNING AND DECISION MAKING

open_access
Open Access
Author:
Wang, Xue
Title:
HIGH DIMENSIONAL STATISTICAL LEARNING AND DECISION MAKING
Graduate Program:
Industrial Engineering
Keywords:
High Dimensional Learning
Statistical Learning
Decision Making
Optimization
File:
Download Xue_Wang_Dissertation.pdf
Committee Members:
Tao Yao, Dissertation Advisor/Co-Advisor
Tao Yao, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Runze Li, Committee Member
Xingyuan Fang, Outside Member

454. STOCHASTIC VARIATIONAL & HIERARCHICAL PROBLEMS: MODELS, ALGORITHMS, AND APPLICATIONS TO TRANSMISSION EXPANSION PROBLEMS

open_access
Open Access
Author:
Cui, Shisheng
Title:
STOCHASTIC VARIATIONAL & HIERARCHICAL PROBLEMS: MODELS, ALGORITHMS, AND APPLICATIONS TO TRANSMISSION EXPANSION PROBLEMS
Graduate Program:
Industrial Engineering
Keywords:
variational inequality
generalized equations
transmission expansion
stochastic optimization
File:
Download Shisheng_Cui-Dissertation.pdf
Committee Members:
Uday V. Shanbhag, Dissertation Advisor/Co-Advisor
Uday V. Shanbhag, Committee Chair/Co-Chair
Mort D. Webster, Committee Member
Huanan Zhang, Committee Member
Constantino Lagoa, Outside Member
Benjamin F. Hobbs, Special Member

455. Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications

open_access
Open Access
Author:
Yao, Bing
Title:
Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications
Graduate Program:
Industrial Engineering
Keywords:
Physical-statistical modeling and optimization
Spatiotemporal regularization
Sequential decision making
Energy-efficient mobile sensing
Multifractal analysis
Quality control
Additive Manufacturing
Inverse ECG modeling
File:
Download BingYao_dissertation.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Soraya M Samii, Special Member

456. STUDIES IN LARGE-SCALE EVACUATION NETWORK FLOW STOCHASTIC OPTIMIZATION UNDER SOCIAL INFLUENCE

open_access
Open Access
Author:
Na, Hyeong Suk
Title:
STUDIES IN LARGE-SCALE EVACUATION NETWORK FLOW STOCHASTIC OPTIMIZATION UNDER SOCIAL INFLUENCE
Graduate Program:
Industrial Engineering
Keywords:
Cell transmission model
departure time choice model
social influence
large-scale hurricane evacuation
joint chance constrained program
sample average approximation
Large-scale evacuation network flow model
Cell Transmission Model
Joint chance constrained program
Sample average approximation
Departure time choice model
Social influence
Capacity drop
Hurricane evacuation strategy
File:
Download HyeongSukNa_Dissertation_FINAL.pdf
Committee Members:
Soundar Kumara, Dissertation Advisor/Co-Advisor
Necdet Serhat Aybat, Committee Chair/Co-Chair
Tao Yao, Committee Member
S. Ilgin Guler, Committee Member
S. Ilgin Guler, Outside Member

457. Towards A Theoretical Understanding of Creative Concept Screening in Engineering Design Industry

open_access
Open Access
Author:
Zheng, Xuan
Title:
Towards A Theoretical Understanding of Creative Concept Screening in Engineering Design Industry
Graduate Program:
Industrial Engineering
Keywords:
Concept Screening
Risk-Taking
Ownership Bias
Engineering Design Industry
Creativity
Creative Climate
File:
Download Xuan_Zheng_Dissertation_0712_v2.pdf
Committee Members:
Scarlett Rae Miller, Dissertation Advisor/Co-Advisor
Scarlett Rae Miller, Committee Chair/Co-Chair
Janis P Terpenny, Committee Member
Ling Rothrock, Committee Member
Kathryn Jablokow, Outside Member

459. DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE

open_access
Open Access
Author:
Liu, Ning
Title:
DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE
Graduate Program:
Industrial Engineering
Keywords:
Data-Driven Modeling
Interpretable Machine Learning
Healthcare Analytics
Drug-Drug Interactions
Patient Satisfaction
File:
Download NingLiu-Dissertation-FinalVersion.pdf
Committee Members:
Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Eunhye Song, Committee Member
Terry Harrison, Outside Member
Ling Rothrock, Program Head/Chair

460. Towards Optimized Feedback and Performance Metrics for Simulation-Based Needle Insertion Training

open_access
Open Access
Author:
Chen, Hong En
Title:
Towards Optimized Feedback and Performance Metrics for Simulation-Based Needle Insertion Training
Graduate Program:
Industrial Engineering
Keywords:
surgical training
eye-tracking
needle insertion
simulation-based training
haptic feedback
skill acquisition
File:
Download Hong-En_Final_Dissertation.pdf
Committee Members:
Scarlett Rae Miller, Dissertation Advisor/Co-Advisor
Scarlett Rae Miller, Committee Chair/Co-Chair
Christopher Carson Mccomb, Committee Member
Jason Zachary Moore, Outside Member
Conrad S Tucker, Committee Member
David C Han, Special Member
Ling Rothrock, Program Head/Chair