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A Context-Aware Cutting Plane Selection Algorithm for Mixed-Integer Programming

Please always quote using this URN: urn:nbn:de:0297-zib-91691
  • The current cut selection algorithm used in mixed-integer programming solvers has remained largely unchanged since its creation. In this paper, we propose a set of new cut scoring measures, cut filtering techniques, and stopping criteria, extending the current state-of-the-art algorithm and obtaining a 5\% performance improvement for SCIP over the MIPLIB 2017 benchmark set.

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Author:Mark TurnerORCiD, Timo BertholdORCiD, Mathieu BesançonORCiD
Document Type:ZIB-Report
Tag:cutting plane selection; mixed-integer programming
MSC-Classification:90-XX OPERATIONS RESEARCH, MATHEMATICAL PROGRAMMING
Date of first Publication:2023/07/17
Series (Serial Number):ZIB-Report (23-21)
ISSN:1438-0064
Licence (German):License LogoCreative Commons - CC BY - Namensnennung 4.0 International
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