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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0.0.1

Jan 10, 2024

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