Machine Learning-Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design

Timothy C. Y. Chan, Bo Lin, Shoshanna Saxe. Machine Learning-Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design. Manufacturing & Service Operations Management, 27(6):1851-1868, 2025. [doi]

@article{ChanLS25,
  title = {Machine Learning-Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design},
  author = {Timothy C. Y. Chan and Bo Lin and Shoshanna Saxe},
  year = {2025},
  doi = {10.1287/msom.2024.1317},
  url = {https://doi.org/10.1287/msom.2024.1317},
  researchr = {https://researchr.org/publication/ChanLS25},
  cites = {0},
  citedby = {0},
  journal = {Manufacturing & Service Operations Management},
  volume = {27},
  number = {6},
  pages = {1851-1868},
}