Data and code supporting the PhD Thesis: Learning-based model predictive control for mixed-logical dynamical and linear systems

Repository containing the data and code of PhD thesis "Learning-based model predictive control for mixed-logical dynamical and linear systems" by Caio Fábio Oliveira da Silva.Each chapter proposes a distinct learning-based model predictive control approach. The data and code support the data generation, data pre-processing, model training, definition of the optimization models, validation, testing, and plotting for the approaches. The data and code are separated by chapter and are compressed in .rar files. For further information and proper setup and use check the README.md file of each chapter.