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Theses - Operations Research Center

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Theses - Operations Research Center

Recent Submissions

  • Data-driven algorithms for operational problems 
    Cheung, Wang Chi (Massachusetts Institute of Technology, 2017)
    In this thesis, we propose algorithms for solving revenue maximization and inventory control problems in data-driven settings. First, we study the choice-based network revenue management problem. We propose the Approximate ...
  • Multiserver queueing systems in heavy traffic 
    Eschenfeldt, Patrick Clark (Massachusetts Institute of Technology, 2017)
    In the study of queueing systems, a question of significant current interest is that of large scale behavior, where the size of the system increases without bound. This regime has becoming increasingly relevant with the ...
  • Dynamic trading and behavioral finance 
    Remorov, Alexander (Massachusetts Institute of Technology, 2016)
    The problem of investing over time remains an important open question, considering the recent large moves in the markets, such as the Financial Crisis of 2008, the subsequent rally in equities, and the decline in commodities ...
  • Methods for convex optimization and statistical learning 
    Grigas, Paul (Paul Edward) (Massachusetts Institute of Technology, 2016)
    We present several contributions at the interface of first-order methods for convex optimization and problems in statistical machine learning. In the first part of this thesis, we present new results for the Frank-Wolfe ...
  • Velocity-based storage and stowage decisions in a semi-automated fulfillment system 
    Yuan, Rong, Ph. D. Massachusetts Institute of Technology (Massachusetts Institute of Technology, 2016)
    The supply chain management for an online retailing business is centered around the operations of its fulfillment centers. A fulfillment center receives and holds inventory from vendors, and then uses this inventory to ...
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