Predictive and Prescriptive Trees for Optimization and Control Problems
This thesis introduces novel methods to expedite the solution of a broad range of optimization and control problems using machine learning, specifically decision tree algorithms. In many practical settings, similar optimization and control problems often need to be solved repeatedly. We propose meth...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/157107 |