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  • Applications of Bayesian Optimization and Classification Surrogate Modeling to User-Guided Design

    Creator:
    Jetton, Cole M.
    Abstract:
    In engineering problems not all constraints can be explicitly written as mathematical functions. There needs to be a way integrate designer knowledge into the design process and preferably use that to guide an optimization problem. In this thesis, these constraints are modelled using classification surrogate models and integrated with Bayesian...
    Resource Type:
    Masters Thesis

  • A Quantitative Analysis of Simultaneous Supply and Demand Disruptions on a Multi-Echelon Supply Chain

    Creator:
    Kost, Austin R.
    Abstract:
    Modern supply chains have grown to be far more complex than their predecessors, as global trade and accessibility have opened avenues of trade that were previously impossible. As such, the inherent risk of internal and/or external disruptions impacting the performance of a supply chain has also grown due to the...
    Resource Type:
    Masters Thesis
    Full Text:
    members Dr. Joseph Agor and Dr. John Sessions for their support in completing my thesis. I would

  • Multi-objective Optimization for Equitable Post-Disaster Relief Supply Distribution

    Creator:
    Subramaniam, Purnima
    Abstract:
    Humanitarian logistics in the post-disaster phase of an earthquake requires detailed planning about the relief distribution network including assigning available distribution centers (DCs) to the affected areas, distribution of the relief commodities demanded by the affected population, and efficient allocation of the available vehicle fleet for the distribution in a...
    Resource Type:
    Masters Thesis
    Full Text:
    this research. I am also grateful to my thesis committee members Dr. Joseph Agor, Dr. David Porter

  • When Normal Distributions Fail: An Application of Feature Engineering to YouTube Videos

    Creator:
    Replinger, Ian R.
    Abstract:
    YouTube has turned creating, watching, and interacting with videos into a mainstream activity and has substantial impact on modern society as the most popular video sharing site in the world. However, there is a lack of published research using statistically designed experiments which can aid content creators in making and...
    Resource Type:
    Honors College Thesis
    Full Text:
    _____________________________________________________________________ Joseph Agor, Committee Member, representing the School of Mechanical, Industrial and

  • Selecting Probability Distributions for Use in Complex Discrete Event Simulation Models

    Creator:
    Moria, Eyad A.
    Abstract:
    In discrete event simulation, probability distributions are used as models of various unpredictable system components. The times between equipment failures and job processing times are examples of such random system components. The commonly recommended and taught practice for selecting a probability distribution to represent a random component is a multistep...
    Resource Type:
    Masters Thesis
    Full Text:
    assistant at Oregon State University. I would like to thank Dr. Joseph Agor for serving as my committee

  • Measuring Instrument Precision Estimation in Destructive Testing

    Creator:
    Sunil Raj, Sayooj
    Abstract:
    The variability introduced into measurements by a measuring instrument is referred to as measurement instrument precision. Experimental procedures and analysis methods exist when measurements are repeatable and can be repeated on the same item. However, when the measurements are destructive and repeated measurements are not possible, estimating measuring instrument precision...
    Resource Type:
    Masters Thesis
    Full Text:
    milestone. I would like to thank Dr. Joseph Agor for serving as my committee member, Dr.Xue Lan for