Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 2 of 2 for “"Decision-Focused Learning"”.
-
Bridging Machine Learning and Operations Research: From Decision-Focused Learning to Learning to Optimize
Optimization is central to modern decision-making, with critical applications in energy systems, supply chains, transportation, and healthcare. In these domains, operators must repeatedly solve large-scale optimization problems under tight time constraints and pervasive uncertainty. For example, …
-
Optimizing Decision-Making under Uncertainty -- A Data-Driven Perspective
Decision-making processes are fundamental to many aspects of daily life, from allocating educational resources and optimizing logistics routes to scheduling renewable energy generation and distributing vaccines. These complex problems are typically framed as mathematical optimization problems, …