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Filtering by: Creator Chen, Yi Remove constraint Creator: Chen, Yi Resource type Dissertation Remove constraint Resource type: Dissertation
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  • Algorithms for Data-driven Decision Making

    Work
    Description:
    In this dissertation, we aim to develop efficient algorithms with theoretical guarantees for several data-driven decision making problems. Specifically, we study the data-driven deci- sion making from three different perspectives: statistical learning, nonconvex optimization, and control of stochastic system. This dissertation contains three parts. In the first part, we study...
    Subject:
    Industrial engineering
    Creator:
    Chen, Yi
    Owner:
    Scholarly Digital Publishing
    Language:
    en
    Date Uploaded:
    02/02/2022
    Date Created:
    2021-01-01
    Resource Type:
    Dissertation
    Alternate Identifier:
    etdadmin_upload_863393 and http://dissertations.umi.com/northwestern:15869