Published May 21, 2024 | Version v2
Dataset Open

SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors

Authors/Creators

  • 1. ROR icon Zuse Institute Berlin

Description

We constructed a set of Mixed-Integer Programming (MIP) instances with embedded Machine Learning (ML) predictors. The generators for these instances are available at: https://github.com/Opt-Mucca/PySCIPOpt-ML. The full paper which introduces SurrogateLIB and the larger Python framework PySCIPOpt-ML is available at: https://arxiv.org/abs/2312.08074

Files

SurrogateLIB.pdf

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Additional details

Dates

Available
2024-05-21

Software

Repository URL
https://github.com/Opt-Mucca/PySCIPOpt-ML
Programming language
Python