A package for learning cutting planes for mixed-integer optimization problems.
Project description
dMO
dMO is a JAX-powered differentiable cutting-plane algorithm for mixed-integer linear optimization
Citing
Please cite this paper if you work with dMO
@article{differentiablecp_2023,
title = {Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization},
author = {Dragotto, Gabriele and Clarke, Stefan and Fernández Fisac, Jaime and Stellato, Bartolomeo},
year = 2023,
journal = {arXiv},
volume = {2311.03350},
url = {https://arxiv.org/abs/2311.03350}
}
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