The problems addressed in this project required the use of Mathematical Optimization tools for their modeling and subsequent resolution. Specifically, various Mathematical Programming formulations were developed to model these problems, analyzed from the perspective of linear and nonlinear Integer Programming.
To solve them, we developed efficient exact algorithms using both decomposition techniques and smart enumeration methods. For large-scale problems, heuristic and Matheuristic algorithms were proposed, incorporating Machine Learning techniques to handle large volumes of data.
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