Papers & Publications

Academic publications related to Local-MIP.

Citation Notice

Important: The experimental results reported in the papers below were obtained using Local-MIP 1.0, which has been archived in archive/Local-MIP-1.0/ of the repository.

If you are reproducing experimental results from these papers, please use Local-MIP 1.0. The current version (v2.0) includes additional features and improvements.

Publications

1. Journal Version (Artificial Intelligence, 2025)

Title: Local-MIP: Efficient local search for mixed integer programming

Authors: Peng Lin, Shaowei Cai, Mengchuan Zou, Jinkun Lin

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@article{LIN2025104405,
  title = {Local-MIP: Efficient local search for mixed integer programming},
  journal = {Artificial Intelligence},
  volume = {348},
  pages = {104405},
  year = {2025},
  issn = {0004-3702},
  doi = {https://doi.org/10.1016/j.artint.2025.104405},
  url = {https://www.sciencedirect.com/science/article/pii/S0004370225001249},
  author = {Peng Lin and Shaowei Cai and Mengchuan Zou and Jinkun Lin},
}

2. Conference Version (CP 2024) 🏆 Best Paper Award

Title: An Efficient Local Search Solver for Mixed Integer Programming

Authors: Peng Lin, Mengchuan Zou, Shaowei Cai

Award: 🏆 Best Paper Award at CP 2024

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@InProceedings{lin_et_al:LIPIcs.CP.2024.19,
  author    = {Lin, Peng and Zou, Mengchuan and Cai, Shaowei},
  title     = {{An Efficient Local Search Solver for Mixed Integer Programming}},
  booktitle = {30th International Conference on Principles and Practice of Constraint Programming (CP 2024)},
  pages     = {19:1--19:19},
  series    = {Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN      = {978-3-95977-336-2},
  ISSN      = {1868-8969},
  year      = {2024},
  volume    = {307},
  editor    = {Shaw, Paul},
  publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address   = {Dagstuhl, Germany},
  URL       = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2024.19},
  URN       = {urn:nbn:de:0030-drops-206999},
  doi       = {10.4230/LIPIcs.CP.2024.19},
  annote    = {Keywords: Mixed Integer Programming, Local Search, Constraint Programming}
}

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