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Dataset . 2023
License: CC BY
Data sources: Datacite
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SurrogateLIB - A set of mixed-integer programming instances with embedded trained ML predictors

Research datakeyboard_double_arrow_right Dataset 11 Dec 2023Publisher:Zenodo
Authors: Turner, Mark; Chmiela, Antonia; Koch, Thorsten; Winkler, Michael;

doi: 10.5281/zenodo.10357875

SurrogateLIB - A set of mixed-integer programming instances with embedded trained ML predictors

Abstract

We constructed a set of Mixed-Integer Programming (MIP) instances with embedded ML predictors. There generators for these instances are available at: https://github.com/Opt-Mucca/PySCIPOpt-ML

Related Organizations
Keywords

Mathematical Programming, Mathematical Optimization, Instance set, Surrogate model, Mixed-Integer Programming, MIP

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average