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Start Over Committee Member Soundar Kumara Author Last Name Hoffman

1. 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

2. Online Maintenance Prioritization via Monte Carlo Tree Search and Case-based Reasoning in Complex Manufacturing Systems

open_access
Open Access
Author:
Hoffman, Michael L
Title:
Online Maintenance Prioritization via Monte Carlo Tree Search and Case-based Reasoning in Complex Manufacturing Systems
Graduate Program:
Industrial Engineering (PHD)
Keywords:
maintenance optimization
condition-based maintenance
case-based reasoning
optimization via simulation
discrete event simulation
predictive maintenance
monte carlo tree search
artificial intelligence
File:
Download hoffman_dissertation.pdf
Committee Members:
Soundar Kumara, Co-Chair, Major Member & Dissertation Advisor
Russell Barton, Outside Unit & Field Member
Daniel Finke, Major Field Member
Michael Brundage, Special Member
Steven Landry, Program Head/Chair
Eunhye Song, Co-Chair & Dissertation Advisor