Enabling Research through the SCIP Optimization Suite 8.0 Article Swipe
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1145/3585516
The SCIP Optimization Suite provides a collection of software packages for mathematical optimization centered around the constraint integer programming framework SCIP . The focus of this article is on the role of the SCIP Optimization Suite in supporting research. SCIP ’s main design principles are discussed, followed by a presentation of the latest performance improvements and developments in version 8.0, which serve both as examples of SCIP ’s application as a research tool and as a platform for further developments. Furthermore, this article gives an overview of interfaces to other programming and modeling languages, new features that expand the possibilities for user interaction with the framework, and the latest developments in several extensions built upon SCIP .
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1145/3585516
- OA Status
- green
- Cited By
- 56
- References
- 68
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4323864042
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4323864042Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1145/3585516Digital Object Identifier
- Title
-
Enabling Research through the SCIP Optimization Suite 8.0Work title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-03-10Full publication date if available
- Authors
-
Ksenia Bestuzheva, Mathieu Besançon, Wei‐Kun Chen, Antonia Chmiela, Tim Donkiewicz, Jasper van Doornmalen, Leon Eifler, Oliver Gaul, Gerald Gamrath, Ambros Gleixner, Leona Gottwald, Christoph Graczyk, Katrin Halbig, Alexander Hoen, Christopher Hojny, Rolf van der Hulst, Thorsten Koch, Marco E. Lübbecke, Stephen J. Maher, Frederic Matter, Erik Mühmer, Benjamin Müller, Marc E. Pfetsch, Daniel Rehfeldt, Steffan Schlein, Franziska Schlösser, Felipe Serrano, Yuji Shinano, Boro Sofranac, Mark Turner, Stefan Vigerske, Fabian Wegscheider, Philipp Wellner, Dieter Weninger, Jakob WitzigList of authors in order
- Landing page
-
https://doi.org/10.1145/3585516Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2303.07101Direct OA link when available
- Concepts
-
Suite, Computer science, Software, Focus (optics), Presentation (obstetrics), Software engineering, Operations research, Programming language, Engineering, Medicine, Optics, History, Archaeology, Physics, RadiologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
56Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 19, 2024: 25, 2023: 11, 2022: 1Per-year citation counts (last 5 years)
- References (count)
-
68Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4323864042 |
|---|---|
| doi | https://doi.org/10.1145/3585516 |
| ids.doi | https://doi.org/10.1145/3585516 |
| ids.openalex | https://openalex.org/W4323864042 |
| fwci | 24.17537605 |
| type | article |
| title | Enabling Research through the SCIP Optimization Suite 8.0 |
| biblio.issue | 2 |
| biblio.volume | 49 |
| biblio.last_page | 21 |
| biblio.first_page | 1 |
| topics[0].id | https://openalex.org/T11596 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9997000098228455 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1705 |
| topics[0].subfield.display_name | Computer Networks and Communications |
| topics[0].display_name | Constraint Satisfaction and Optimization |
| topics[1].id | https://openalex.org/T10715 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.984499990940094 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1705 |
| topics[1].subfield.display_name | Computer Networks and Communications |
| topics[1].display_name | Distributed and Parallel Computing Systems |
| topics[2].id | https://openalex.org/T10551 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9842000007629395 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2209 |
| topics[2].subfield.display_name | Industrial and Manufacturing Engineering |
| topics[2].display_name | Scheduling and Optimization Algorithms |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C79581498 |
| concepts[0].level | 2 |
| concepts[0].score | 0.9181084632873535 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q1367530 |
| concepts[0].display_name | Suite |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.7157739400863647 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C2777904410 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5222773551940918 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q7397 |
| concepts[2].display_name | Software |
| concepts[3].id | https://openalex.org/C192209626 |
| concepts[3].level | 2 |
| concepts[3].score | 0.499920129776001 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q190909 |
| concepts[3].display_name | Focus (optics) |
| concepts[4].id | https://openalex.org/C2777601897 |
| concepts[4].level | 2 |
| concepts[4].score | 0.4772986173629761 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q3409113 |
| concepts[4].display_name | Presentation (obstetrics) |
| concepts[5].id | https://openalex.org/C115903868 |
| concepts[5].level | 1 |
| concepts[5].score | 0.36193788051605225 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q80993 |
| concepts[5].display_name | Software engineering |
| concepts[6].id | https://openalex.org/C42475967 |
| concepts[6].level | 1 |
| concepts[6].score | 0.3237178325653076 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q194292 |
| concepts[6].display_name | Operations research |
| concepts[7].id | https://openalex.org/C199360897 |
| concepts[7].level | 1 |
| concepts[7].score | 0.29641497135162354 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[7].display_name | Programming language |
| concepts[8].id | https://openalex.org/C127413603 |
| concepts[8].level | 0 |
| concepts[8].score | 0.1393725574016571 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[8].display_name | Engineering |
| concepts[9].id | https://openalex.org/C71924100 |
| concepts[9].level | 0 |
| concepts[9].score | 0.0 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[9].display_name | Medicine |
| concepts[10].id | https://openalex.org/C120665830 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q14620 |
| concepts[10].display_name | Optics |
| concepts[11].id | https://openalex.org/C95457728 |
| concepts[11].level | 0 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q309 |
| concepts[11].display_name | History |
| concepts[12].id | https://openalex.org/C166957645 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q23498 |
| concepts[12].display_name | Archaeology |
| concepts[13].id | https://openalex.org/C121332964 |
| concepts[13].level | 0 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[13].display_name | Physics |
| concepts[14].id | https://openalex.org/C126838900 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q77604 |
| concepts[14].display_name | Radiology |
| keywords[0].id | https://openalex.org/keywords/suite |
| keywords[0].score | 0.9181084632873535 |
| keywords[0].display_name | Suite |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.7157739400863647 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/software |
| keywords[2].score | 0.5222773551940918 |
| keywords[2].display_name | Software |
| keywords[3].id | https://openalex.org/keywords/focus |
| keywords[3].score | 0.499920129776001 |
| keywords[3].display_name | Focus (optics) |
| keywords[4].id | https://openalex.org/keywords/presentation |
| keywords[4].score | 0.4772986173629761 |
| keywords[4].display_name | Presentation (obstetrics) |
| keywords[5].id | https://openalex.org/keywords/software-engineering |
| keywords[5].score | 0.36193788051605225 |
| keywords[5].display_name | Software engineering |
| keywords[6].id | https://openalex.org/keywords/operations-research |
| keywords[6].score | 0.3237178325653076 |
| keywords[6].display_name | Operations research |
| keywords[7].id | https://openalex.org/keywords/programming-language |
| keywords[7].score | 0.29641497135162354 |
| keywords[7].display_name | Programming language |
| keywords[8].id | https://openalex.org/keywords/engineering |
| keywords[8].score | 0.1393725574016571 |
| keywords[8].display_name | Engineering |
| language | en |
| locations[0].id | doi:10.1145/3585516 |
| locations[0].is_oa | False |
| locations[0].source.id | https://openalex.org/S163326656 |
| locations[0].source.issn | 0098-3500, 1557-7295 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 0098-3500 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | ACM Transactions on Mathematical Software |
| locations[0].source.host_organization | https://openalex.org/P4310319798 |
| locations[0].source.host_organization_name | Association for Computing Machinery |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319798 |
| locations[0].source.host_organization_lineage_names | Association for Computing Machinery |
| locations[0].license | |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | ACM Transactions on Mathematical Software |
| locations[0].landing_page_url | https://doi.org/10.1145/3585516 |
| locations[1].id | pmh:oai:arXiv.org:2303.07101 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400194 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | True |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | arXiv (Cornell University) |
| locations[1].source.host_organization | https://openalex.org/I205783295 |
| locations[1].source.host_organization_name | Cornell University |
| locations[1].source.host_organization_lineage | https://openalex.org/I205783295 |
| locations[1].license | |
| locations[1].pdf_url | https://arxiv.org/pdf/2303.07101 |
| locations[1].version | submittedVersion |
| locations[1].raw_type | text |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | http://arxiv.org/abs/2303.07101 |
| locations[2].id | pmh:oai:pure.tue.nl:openaire/7cede53c-64b8-4eba-a2c0-1b3e439b780c |
| locations[2].is_oa | True |
| locations[2].source | |
| locations[2].license | other-oa |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | https://openalex.org/licenses/other-oa |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Bestuzheva, K, Besancon, M, Chen, W-K, Chmiela, A, Donkiewicz, T, van Doornmalen, J, Eifler, L, Gaul, O, Gamrath, G, Gleixner, A, Gottwald, L, Graczyk, C, Halbig, K, Hoen, A, Hojny, C, van der Hulst, R, Koch, T, Lübbecke, M, Maher, S J, Matter, F, Mühmer, E, Müller, B, Pfetsch, M E, Rehfeldt, D, Schlein, S, Schlösser, F, Serrano, F, Shinano, Y, Sofranac, B, Turner, M, Vigerske, S, Wegscheider, F, Wellner, P, Weninger, D & Witzig, J 2023, 'Enabling Research Through The SCIP Optimization Suite 8.0', ACM Transactions on Mathematical Software, vol. 49, no. 2, 22, pp. 1-21. https://doi.org/10.1145/3585516 |
| locations[2].landing_page_url | https://research.tue.nl/en/publications/7cede53c-64b8-4eba-a2c0-1b3e439b780c |
| locations[3].id | pmh:oai:pure.tue.nl:publications/7cede53c-64b8-4eba-a2c0-1b3e439b780c |
| locations[3].is_oa | True |
| locations[3].source.id | https://openalex.org/S4306400063 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | Scopus (Elsevier) |
| locations[3].source.host_organization | |
| locations[3].source.host_organization_name | |
| locations[3].license | other-oa |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | article |
| locations[3].license_id | https://openalex.org/licenses/other-oa |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | Bestuzheva, K, Besancon, M, Chen, W-K, Chmiela, A, Donkiewicz, T, van Doornmalen, J, Eifler, L, Gaul, O, Gamrath, G, Gleixner, A, Gottwald, L, Graczyk, C, Halbig, K, Hoen, A, Hojny, C, van der Hulst, R, Koch, T, Lübbecke, M, Maher, S J, Matter, F, Mühmer, E, Müller, B, Pfetsch, M E, Rehfeldt, D, Schlein, S, Schlösser, F, Serrano, F, Shinano, Y, Sofranac, B, Turner, M, Vigerske, S, Wegscheider, F, Wellner, P, Weninger, D & Witzig, J 2023, 'Enabling Research Through The SCIP Optimization Suite 8.0', ACM Transactions on Mathematical Software, vol. 49, no. 2, 22, pp. 1-21. https://doi.org/10.1145/3585516 |
| locations[3].landing_page_url | http://www.scopus.com/inward/record.url?scp=85162150157&partnerID=8YFLogxK |
| indexed_in | arxiv, crossref |
| authorships[0].author.id | https://openalex.org/A5048013552 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-7018-7099 |
| authorships[0].author.display_name | Ksenia Bestuzheva |
| authorships[0].countries | DE |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[0].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[0].institutions[0].id | https://openalex.org/I195893171 |
| authorships[0].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[0].institutions[0].type | facility |
| authorships[0].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[0].institutions[0].country_code | DE |
| authorships[0].institutions[0].display_name | Zuse Institute Berlin |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Ksenia Bestuzheva |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[1].author.id | https://openalex.org/A5071995361 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-6284-3033 |
| authorships[1].author.display_name | Mathieu Besançon |
| authorships[1].countries | DE |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[1].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[1].institutions[0].id | https://openalex.org/I195893171 |
| authorships[1].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[1].institutions[0].type | facility |
| authorships[1].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[1].institutions[0].country_code | DE |
| authorships[1].institutions[0].display_name | Zuse Institute Berlin |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Mathieu Besançon |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[2].author.id | https://openalex.org/A5072890410 |
| authorships[2].author.orcid | https://orcid.org/0000-0003-4147-1346 |
| authorships[2].author.display_name | Wei‐Kun Chen |
| authorships[2].countries | CN |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I125839683 |
| authorships[2].affiliations[0].raw_affiliation_string | Beijing Institute of Technology, School of Mathematics and Statistics |
| authorships[2].institutions[0].id | https://openalex.org/I125839683 |
| authorships[2].institutions[0].ror | https://ror.org/01skt4w74 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I125839683, https://openalex.org/I890469752 |
| authorships[2].institutions[0].country_code | CN |
| authorships[2].institutions[0].display_name | Beijing Institute of Technology |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Wei-Kun Chen |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Beijing Institute of Technology, School of Mathematics and Statistics |
| authorships[3].author.id | https://openalex.org/A5036317371 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-4809-2958 |
| authorships[3].author.display_name | Antonia Chmiela |
| authorships[3].countries | DE |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[3].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[3].institutions[0].id | https://openalex.org/I195893171 |
| authorships[3].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[3].institutions[0].type | facility |
| authorships[3].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[3].institutions[0].country_code | DE |
| authorships[3].institutions[0].display_name | Zuse Institute Berlin |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Antonia Chmiela |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[4].author.id | https://openalex.org/A5058456830 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-5721-3563 |
| authorships[4].author.display_name | Tim Donkiewicz |
| authorships[4].countries | DE |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I887968799 |
| authorships[4].affiliations[0].raw_affiliation_string | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[4].institutions[0].id | https://openalex.org/I887968799 |
| authorships[4].institutions[0].ror | https://ror.org/04xfq0f34 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I887968799 |
| authorships[4].institutions[0].country_code | DE |
| authorships[4].institutions[0].display_name | RWTH Aachen University |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Tim Donkiewicz |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[5].author.id | https://openalex.org/A5035476264 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-2494-0705 |
| authorships[5].author.display_name | Jasper van Doornmalen |
| authorships[5].countries | NL |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I83019370 |
| authorships[5].affiliations[0].raw_affiliation_string | Eindhoven University of Technology, Department of Mathematics and Computer Science |
| authorships[5].institutions[0].id | https://openalex.org/I83019370 |
| authorships[5].institutions[0].ror | https://ror.org/02c2kyt77 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I83019370 |
| authorships[5].institutions[0].country_code | NL |
| authorships[5].institutions[0].display_name | Eindhoven University of Technology |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Jasper van Doornmalen |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Eindhoven University of Technology, Department of Mathematics and Computer Science |
| authorships[6].author.id | https://openalex.org/A5016339744 |
| authorships[6].author.orcid | https://orcid.org/0000-0003-0245-9344 |
| authorships[6].author.display_name | Leon Eifler |
| authorships[6].countries | DE |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[6].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[6].institutions[0].id | https://openalex.org/I195893171 |
| authorships[6].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[6].institutions[0].type | facility |
| authorships[6].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[6].institutions[0].country_code | DE |
| authorships[6].institutions[0].display_name | Zuse Institute Berlin |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Leon Eifler |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[7].author.id | https://openalex.org/A5010366929 |
| authorships[7].author.orcid | https://orcid.org/0000-0002-2131-1911 |
| authorships[7].author.display_name | Oliver Gaul |
| authorships[7].countries | DE |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I887968799 |
| authorships[7].affiliations[0].raw_affiliation_string | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[7].institutions[0].id | https://openalex.org/I887968799 |
| authorships[7].institutions[0].ror | https://ror.org/04xfq0f34 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I887968799 |
| authorships[7].institutions[0].country_code | DE |
| authorships[7].institutions[0].display_name | RWTH Aachen University |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Oliver Gaul |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[8].author.id | https://openalex.org/A5062061516 |
| authorships[8].author.orcid | https://orcid.org/0000-0001-6141-5937 |
| authorships[8].author.display_name | Gerald Gamrath |
| authorships[8].countries | DE |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[8].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T and I2DAMO GmbH |
| authorships[8].institutions[0].id | https://openalex.org/I195893171 |
| authorships[8].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[8].institutions[0].type | facility |
| authorships[8].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[8].institutions[0].country_code | DE |
| authorships[8].institutions[0].display_name | Zuse Institute Berlin |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Gerald Gamrath |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T and I2DAMO GmbH |
| authorships[9].author.id | https://openalex.org/A5009130251 |
| authorships[9].author.orcid | https://orcid.org/0000-0003-0391-5903 |
| authorships[9].author.display_name | Ambros Gleixner |
| authorships[9].countries | DE |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I122228004, https://openalex.org/I195893171 |
| authorships[9].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T and HTW Berlin |
| authorships[9].institutions[0].id | https://openalex.org/I122228004 |
| authorships[9].institutions[0].ror | https://ror.org/01xzwj424 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I122228004 |
| authorships[9].institutions[0].country_code | DE |
| authorships[9].institutions[0].display_name | HTW Berlin - University of Applied Sciences |
| authorships[9].institutions[1].id | https://openalex.org/I195893171 |
| authorships[9].institutions[1].ror | https://ror.org/02eva5865 |
| authorships[9].institutions[1].type | facility |
| authorships[9].institutions[1].lineage | https://openalex.org/I195893171 |
| authorships[9].institutions[1].country_code | DE |
| authorships[9].institutions[1].display_name | Zuse Institute Berlin |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Ambros Gleixner |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T and HTW Berlin |
| authorships[10].author.id | https://openalex.org/A5036005254 |
| authorships[10].author.orcid | https://orcid.org/0000-0002-8894-5011 |
| authorships[10].author.display_name | Leona Gottwald |
| authorships[10].countries | DE |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[10].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[10].institutions[0].id | https://openalex.org/I195893171 |
| authorships[10].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[10].institutions[0].type | facility |
| authorships[10].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[10].institutions[0].country_code | DE |
| authorships[10].institutions[0].display_name | Zuse Institute Berlin |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Leona Gottwald |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[11].author.id | https://openalex.org/A5086820213 |
| authorships[11].author.orcid | https://orcid.org/0000-0001-8990-9912 |
| authorships[11].author.display_name | Christoph Graczyk |
| authorships[11].countries | DE |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[11].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[11].institutions[0].id | https://openalex.org/I195893171 |
| authorships[11].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[11].institutions[0].type | facility |
| authorships[11].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[11].institutions[0].country_code | DE |
| authorships[11].institutions[0].display_name | Zuse Institute Berlin |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Christoph Graczyk |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[12].author.id | https://openalex.org/A5029595036 |
| authorships[12].author.orcid | https://orcid.org/0000-0002-8730-3447 |
| authorships[12].author.display_name | Katrin Halbig |
| authorships[12].countries | DE |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I181369854 |
| authorships[12].affiliations[0].raw_affiliation_string | Friedrich-Alexander Universität Erlangen-Nürnberg, Department of Data Science |
| authorships[12].institutions[0].id | https://openalex.org/I181369854 |
| authorships[12].institutions[0].ror | https://ror.org/00f7hpc57 |
| authorships[12].institutions[0].type | education |
| authorships[12].institutions[0].lineage | https://openalex.org/I181369854 |
| authorships[12].institutions[0].country_code | DE |
| authorships[12].institutions[0].display_name | Friedrich-Alexander-Universität Erlangen-Nürnberg |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | Katrin Halbig |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | Friedrich-Alexander Universität Erlangen-Nürnberg, Department of Data Science |
| authorships[13].author.id | https://openalex.org/A5063035040 |
| authorships[13].author.orcid | https://orcid.org/0000-0003-1065-1651 |
| authorships[13].author.display_name | Alexander Hoen |
| authorships[13].countries | DE |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[13].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[13].institutions[0].id | https://openalex.org/I195893171 |
| authorships[13].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[13].institutions[0].type | facility |
| authorships[13].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[13].institutions[0].country_code | DE |
| authorships[13].institutions[0].display_name | Zuse Institute Berlin |
| authorships[13].author_position | middle |
| authorships[13].raw_author_name | Alexander Hoen |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[14].author.id | https://openalex.org/A5042636612 |
| authorships[14].author.orcid | https://orcid.org/0000-0002-5324-8996 |
| authorships[14].author.display_name | Christopher Hojny |
| authorships[14].countries | NL |
| authorships[14].affiliations[0].institution_ids | https://openalex.org/I83019370 |
| authorships[14].affiliations[0].raw_affiliation_string | Eindhoven University of Technology, Department of Mathematics and Computer Science |
| authorships[14].institutions[0].id | https://openalex.org/I83019370 |
| authorships[14].institutions[0].ror | https://ror.org/02c2kyt77 |
| authorships[14].institutions[0].type | education |
| authorships[14].institutions[0].lineage | https://openalex.org/I83019370 |
| authorships[14].institutions[0].country_code | NL |
| authorships[14].institutions[0].display_name | Eindhoven University of Technology |
| authorships[14].author_position | middle |
| authorships[14].raw_author_name | Christopher Hojny |
| authorships[14].is_corresponding | False |
| authorships[14].raw_affiliation_strings | Eindhoven University of Technology, Department of Mathematics and Computer Science |
| authorships[15].author.id | https://openalex.org/A5005327792 |
| authorships[15].author.orcid | https://orcid.org/0000-0002-5941-3016 |
| authorships[15].author.display_name | Rolf van der Hulst |
| authorships[15].countries | NL, US |
| authorships[15].affiliations[0].institution_ids | https://openalex.org/I2799411422, https://openalex.org/I94624287 |
| authorships[15].affiliations[0].raw_affiliation_string | University of Twente, Department of Discrete Mathematics and Mathematical Programming |
| authorships[15].institutions[0].id | https://openalex.org/I94624287 |
| authorships[15].institutions[0].ror | https://ror.org/006hf6230 |
| authorships[15].institutions[0].type | education |
| authorships[15].institutions[0].lineage | https://openalex.org/I94624287 |
| authorships[15].institutions[0].country_code | NL |
| authorships[15].institutions[0].display_name | University of Twente |
| authorships[15].institutions[1].id | https://openalex.org/I2799411422 |
| authorships[15].institutions[1].ror | https://ror.org/00k551w06 |
| authorships[15].institutions[1].type | facility |
| authorships[15].institutions[1].lineage | https://openalex.org/I102322142, https://openalex.org/I118347220, https://openalex.org/I1283103587, https://openalex.org/I1311060795, https://openalex.org/I20089843, https://openalex.org/I2799411422, https://openalex.org/I4210107353 |
| authorships[15].institutions[1].country_code | US |
| authorships[15].institutions[1].display_name | Center for Discrete Mathematics and Theoretical Computer Science |
| authorships[15].author_position | middle |
| authorships[15].raw_author_name | Rolf van der Hulst |
| authorships[15].is_corresponding | False |
| authorships[15].raw_affiliation_strings | University of Twente, Department of Discrete Mathematics and Mathematical Programming |
| authorships[16].author.id | https://openalex.org/A5066794150 |
| authorships[16].author.orcid | https://orcid.org/0000-0002-1967-0077 |
| authorships[16].author.display_name | Thorsten Koch |
| authorships[16].countries | DE |
| authorships[16].affiliations[0].institution_ids | https://openalex.org/I195893171, https://openalex.org/I4577782 |
| authorships[16].affiliations[0].raw_affiliation_string | Technische Universität Berlin and Zuse Institute Berlin, Department A2IM |
| authorships[16].institutions[0].id | https://openalex.org/I4577782 |
| authorships[16].institutions[0].ror | https://ror.org/03v4gjf40 |
| authorships[16].institutions[0].type | education |
| authorships[16].institutions[0].lineage | https://openalex.org/I4577782 |
| authorships[16].institutions[0].country_code | DE |
| authorships[16].institutions[0].display_name | Technische Universität Berlin |
| authorships[16].institutions[1].id | https://openalex.org/I195893171 |
| authorships[16].institutions[1].ror | https://ror.org/02eva5865 |
| authorships[16].institutions[1].type | facility |
| authorships[16].institutions[1].lineage | https://openalex.org/I195893171 |
| authorships[16].institutions[1].country_code | DE |
| authorships[16].institutions[1].display_name | Zuse Institute Berlin |
| authorships[16].author_position | middle |
| authorships[16].raw_author_name | Thorsten Koch |
| authorships[16].is_corresponding | False |
| authorships[16].raw_affiliation_strings | Technische Universität Berlin and Zuse Institute Berlin, Department A2IM |
| authorships[17].author.id | https://openalex.org/A5082694588 |
| authorships[17].author.orcid | https://orcid.org/0000-0002-2635-0522 |
| authorships[17].author.display_name | Marco E. Lübbecke |
| authorships[17].countries | DE |
| authorships[17].affiliations[0].institution_ids | https://openalex.org/I887968799 |
| authorships[17].affiliations[0].raw_affiliation_string | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[17].institutions[0].id | https://openalex.org/I887968799 |
| authorships[17].institutions[0].ror | https://ror.org/04xfq0f34 |
| authorships[17].institutions[0].type | education |
| authorships[17].institutions[0].lineage | https://openalex.org/I887968799 |
| authorships[17].institutions[0].country_code | DE |
| authorships[17].institutions[0].display_name | RWTH Aachen University |
| authorships[17].author_position | middle |
| authorships[17].raw_author_name | Marco Lübbecke |
| authorships[17].is_corresponding | False |
| authorships[17].raw_affiliation_strings | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[18].author.id | https://openalex.org/A5041795178 |
| authorships[18].author.orcid | https://orcid.org/0000-0003-3773-6882 |
| authorships[18].author.display_name | Stephen J. Maher |
| authorships[18].countries | GB |
| authorships[18].affiliations[0].institution_ids | https://openalex.org/I23923803 |
| authorships[18].affiliations[0].raw_affiliation_string | University of Exeter, College of Engineering, Mathematics and Physical Sciences |
| authorships[18].institutions[0].id | https://openalex.org/I23923803 |
| authorships[18].institutions[0].ror | https://ror.org/03yghzc09 |
| authorships[18].institutions[0].type | education |
| authorships[18].institutions[0].lineage | https://openalex.org/I23923803 |
| authorships[18].institutions[0].country_code | GB |
| authorships[18].institutions[0].display_name | University of Exeter |
| authorships[18].author_position | middle |
| authorships[18].raw_author_name | Stephen J. Maher |
| authorships[18].is_corresponding | False |
| authorships[18].raw_affiliation_strings | University of Exeter, College of Engineering, Mathematics and Physical Sciences |
| authorships[19].author.id | https://openalex.org/A5051735778 |
| authorships[19].author.orcid | https://orcid.org/0000-0002-0499-1820 |
| authorships[19].author.display_name | Frederic Matter |
| authorships[19].countries | DE |
| authorships[19].affiliations[0].institution_ids | https://openalex.org/I31512782 |
| authorships[19].affiliations[0].raw_affiliation_string | Technische Universität Darmstadt, Fachbereich Mathematik |
| authorships[19].institutions[0].id | https://openalex.org/I31512782 |
| authorships[19].institutions[0].ror | https://ror.org/05n911h24 |
| authorships[19].institutions[0].type | education |
| authorships[19].institutions[0].lineage | https://openalex.org/I31512782 |
| authorships[19].institutions[0].country_code | DE |
| authorships[19].institutions[0].display_name | Technical University of Darmstadt |
| authorships[19].author_position | middle |
| authorships[19].raw_author_name | Frederic Matter |
| authorships[19].is_corresponding | False |
| authorships[19].raw_affiliation_strings | Technische Universität Darmstadt, Fachbereich Mathematik |
| authorships[20].author.id | https://openalex.org/A5030167219 |
| authorships[20].author.orcid | https://orcid.org/0000-0003-1114-3800 |
| authorships[20].author.display_name | Erik Mühmer |
| authorships[20].countries | DE |
| authorships[20].affiliations[0].institution_ids | https://openalex.org/I887968799 |
| authorships[20].affiliations[0].raw_affiliation_string | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[20].institutions[0].id | https://openalex.org/I887968799 |
| authorships[20].institutions[0].ror | https://ror.org/04xfq0f34 |
| authorships[20].institutions[0].type | education |
| authorships[20].institutions[0].lineage | https://openalex.org/I887968799 |
| authorships[20].institutions[0].country_code | DE |
| authorships[20].institutions[0].display_name | RWTH Aachen University |
| authorships[20].author_position | middle |
| authorships[20].raw_author_name | Erik Mühmer |
| authorships[20].is_corresponding | False |
| authorships[20].raw_affiliation_strings | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[21].author.id | https://openalex.org/A5079873734 |
| authorships[21].author.orcid | https://orcid.org/0000-0002-4463-2873 |
| authorships[21].author.display_name | Benjamin Müller |
| authorships[21].countries | DE |
| authorships[21].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[21].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[21].institutions[0].id | https://openalex.org/I195893171 |
| authorships[21].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[21].institutions[0].type | facility |
| authorships[21].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[21].institutions[0].country_code | DE |
| authorships[21].institutions[0].display_name | Zuse Institute Berlin |
| authorships[21].author_position | middle |
| authorships[21].raw_author_name | Benjamin Müller |
| authorships[21].is_corresponding | False |
| authorships[21].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[22].author.id | https://openalex.org/A5033982876 |
| authorships[22].author.orcid | https://orcid.org/0000-0002-0947-7193 |
| authorships[22].author.display_name | Marc E. Pfetsch |
| authorships[22].countries | DE |
| authorships[22].affiliations[0].institution_ids | https://openalex.org/I31512782 |
| authorships[22].affiliations[0].raw_affiliation_string | Technische Universität Darmstadt, Fachbereich Mathematik |
| authorships[22].institutions[0].id | https://openalex.org/I31512782 |
| authorships[22].institutions[0].ror | https://ror.org/05n911h24 |
| authorships[22].institutions[0].type | education |
| authorships[22].institutions[0].lineage | https://openalex.org/I31512782 |
| authorships[22].institutions[0].country_code | DE |
| authorships[22].institutions[0].display_name | Technical University of Darmstadt |
| authorships[22].author_position | middle |
| authorships[22].raw_author_name | Marc E. Pfetsch |
| authorships[22].is_corresponding | False |
| authorships[22].raw_affiliation_strings | Technische Universität Darmstadt, Fachbereich Mathematik |
| authorships[23].author.id | https://openalex.org/A5005949084 |
| authorships[23].author.orcid | https://orcid.org/0000-0002-2877-074X |
| authorships[23].author.display_name | Daniel Rehfeldt |
| authorships[23].countries | DE |
| authorships[23].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[23].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department A2IM |
| authorships[23].institutions[0].id | https://openalex.org/I195893171 |
| authorships[23].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[23].institutions[0].type | facility |
| authorships[23].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[23].institutions[0].country_code | DE |
| authorships[23].institutions[0].display_name | Zuse Institute Berlin |
| authorships[23].author_position | middle |
| authorships[23].raw_author_name | Daniel Rehfeldt |
| authorships[23].is_corresponding | False |
| authorships[23].raw_affiliation_strings | Zuse Institute Berlin, Department A2IM |
| authorships[24].author.id | https://openalex.org/A5009977075 |
| authorships[24].author.orcid | https://orcid.org/0009-0003-8322-7226 |
| authorships[24].author.display_name | Steffan Schlein |
| authorships[24].countries | DE |
| authorships[24].affiliations[0].institution_ids | https://openalex.org/I887968799 |
| authorships[24].affiliations[0].raw_affiliation_string | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[24].institutions[0].id | https://openalex.org/I887968799 |
| authorships[24].institutions[0].ror | https://ror.org/04xfq0f34 |
| authorships[24].institutions[0].type | education |
| authorships[24].institutions[0].lineage | https://openalex.org/I887968799 |
| authorships[24].institutions[0].country_code | DE |
| authorships[24].institutions[0].display_name | RWTH Aachen University |
| authorships[24].author_position | middle |
| authorships[24].raw_author_name | Steffan Schlein |
| authorships[24].is_corresponding | False |
| authorships[24].raw_affiliation_strings | RWTH Aachen University, Lehrstuhl für Operations Research |
| authorships[25].author.id | https://openalex.org/A5026544649 |
| authorships[25].author.orcid | https://orcid.org/0000-0002-3716-5031 |
| authorships[25].author.display_name | Franziska Schlösser |
| authorships[25].countries | DE |
| authorships[25].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[25].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[25].institutions[0].id | https://openalex.org/I195893171 |
| authorships[25].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[25].institutions[0].type | facility |
| authorships[25].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[25].institutions[0].country_code | DE |
| authorships[25].institutions[0].display_name | Zuse Institute Berlin |
| authorships[25].author_position | middle |
| authorships[25].raw_author_name | Franziska Schlösser |
| authorships[25].is_corresponding | False |
| authorships[25].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[26].author.id | https://openalex.org/A5032461091 |
| authorships[26].author.orcid | https://orcid.org/0000-0002-7892-3951 |
| authorships[26].author.display_name | Felipe Serrano |
| authorships[26].countries | DE |
| authorships[26].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[26].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[26].institutions[0].id | https://openalex.org/I195893171 |
| authorships[26].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[26].institutions[0].type | facility |
| authorships[26].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[26].institutions[0].country_code | DE |
| authorships[26].institutions[0].display_name | Zuse Institute Berlin |
| authorships[26].author_position | middle |
| authorships[26].raw_author_name | Felipe Serrano |
| authorships[26].is_corresponding | False |
| authorships[26].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[27].author.id | https://openalex.org/A5089479276 |
| authorships[27].author.orcid | https://orcid.org/0000-0002-2902-882X |
| authorships[27].author.display_name | Yuji Shinano |
| authorships[27].countries | DE |
| authorships[27].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[27].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department A2IM |
| authorships[27].institutions[0].id | https://openalex.org/I195893171 |
| authorships[27].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[27].institutions[0].type | facility |
| authorships[27].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[27].institutions[0].country_code | DE |
| authorships[27].institutions[0].display_name | Zuse Institute Berlin |
| authorships[27].author_position | middle |
| authorships[27].raw_author_name | Yuji Shinano |
| authorships[27].is_corresponding | False |
| authorships[27].raw_affiliation_strings | Zuse Institute Berlin, Department A2IM |
| authorships[28].author.id | https://openalex.org/A5091020117 |
| authorships[28].author.orcid | https://orcid.org/0000-0003-2252-9469 |
| authorships[28].author.display_name | Boro Sofranac |
| authorships[28].countries | DE |
| authorships[28].affiliations[0].institution_ids | https://openalex.org/I195893171, https://openalex.org/I4577782 |
| authorships[28].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T and Technische Universität Berlin |
| authorships[28].institutions[0].id | https://openalex.org/I4577782 |
| authorships[28].institutions[0].ror | https://ror.org/03v4gjf40 |
| authorships[28].institutions[0].type | education |
| authorships[28].institutions[0].lineage | https://openalex.org/I4577782 |
| authorships[28].institutions[0].country_code | DE |
| authorships[28].institutions[0].display_name | Technische Universität Berlin |
| authorships[28].institutions[1].id | https://openalex.org/I195893171 |
| authorships[28].institutions[1].ror | https://ror.org/02eva5865 |
| authorships[28].institutions[1].type | facility |
| authorships[28].institutions[1].lineage | https://openalex.org/I195893171 |
| authorships[28].institutions[1].country_code | DE |
| authorships[28].institutions[1].display_name | Zuse Institute Berlin |
| authorships[28].author_position | middle |
| authorships[28].raw_author_name | Boro Sofranac |
| authorships[28].is_corresponding | False |
| authorships[28].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T and Technische Universität Berlin |
| authorships[29].author.id | https://openalex.org/A5100779038 |
| authorships[29].author.orcid | https://orcid.org/0000-0001-7270-1496 |
| authorships[29].author.display_name | Mark Turner |
| authorships[29].countries | DE |
| authorships[29].affiliations[0].institution_ids | https://openalex.org/I195893171, https://openalex.org/I4577782 |
| authorships[29].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department A2IM and Technische Universität Berlin |
| authorships[29].institutions[0].id | https://openalex.org/I4577782 |
| authorships[29].institutions[0].ror | https://ror.org/03v4gjf40 |
| authorships[29].institutions[0].type | education |
| authorships[29].institutions[0].lineage | https://openalex.org/I4577782 |
| authorships[29].institutions[0].country_code | DE |
| authorships[29].institutions[0].display_name | Technische Universität Berlin |
| authorships[29].institutions[1].id | https://openalex.org/I195893171 |
| authorships[29].institutions[1].ror | https://ror.org/02eva5865 |
| authorships[29].institutions[1].type | facility |
| authorships[29].institutions[1].lineage | https://openalex.org/I195893171 |
| authorships[29].institutions[1].country_code | DE |
| authorships[29].institutions[1].display_name | Zuse Institute Berlin |
| authorships[29].author_position | middle |
| authorships[29].raw_author_name | Mark Turner |
| authorships[29].is_corresponding | False |
| authorships[29].raw_affiliation_strings | Zuse Institute Berlin, Department A2IM and Technische Universität Berlin |
| authorships[30].author.id | https://openalex.org/A5069265379 |
| authorships[30].author.orcid | https://orcid.org/0009-0001-2262-0601 |
| authorships[30].author.display_name | Stefan Vigerske |
| authorships[30].countries | DE |
| authorships[30].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[30].affiliations[0].raw_affiliation_string | GAMS Software GmbH, c/o Zuse Institute Berlin, Department AIS2T |
| authorships[30].institutions[0].id | https://openalex.org/I195893171 |
| authorships[30].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[30].institutions[0].type | facility |
| authorships[30].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[30].institutions[0].country_code | DE |
| authorships[30].institutions[0].display_name | Zuse Institute Berlin |
| authorships[30].author_position | middle |
| authorships[30].raw_author_name | Stefan Vigerske |
| authorships[30].is_corresponding | False |
| authorships[30].raw_affiliation_strings | GAMS Software GmbH, c/o Zuse Institute Berlin, Department AIS2T |
| authorships[31].author.id | https://openalex.org/A5043315273 |
| authorships[31].author.orcid | https://orcid.org/0009-0000-8100-6751 |
| authorships[31].author.display_name | Fabian Wegscheider |
| authorships[31].countries | DE |
| authorships[31].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[31].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[31].institutions[0].id | https://openalex.org/I195893171 |
| authorships[31].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[31].institutions[0].type | facility |
| authorships[31].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[31].institutions[0].country_code | DE |
| authorships[31].institutions[0].display_name | Zuse Institute Berlin |
| authorships[31].author_position | middle |
| authorships[31].raw_author_name | Fabian Wegscheider |
| authorships[31].is_corresponding | False |
| authorships[31].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[32].author.id | https://openalex.org/A5082561430 |
| authorships[32].author.orcid | https://orcid.org/0009-0001-1109-3877 |
| authorships[32].author.display_name | Philipp Wellner |
| authorships[32].countries | DE |
| authorships[32].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[32].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[32].institutions[0].id | https://openalex.org/I195893171 |
| authorships[32].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[32].institutions[0].type | facility |
| authorships[32].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[32].institutions[0].country_code | DE |
| authorships[32].institutions[0].display_name | Zuse Institute Berlin |
| authorships[32].author_position | middle |
| authorships[32].raw_author_name | Philipp Wellner |
| authorships[32].is_corresponding | False |
| authorships[32].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| authorships[33].author.id | https://openalex.org/A5004374641 |
| authorships[33].author.orcid | https://orcid.org/0000-0002-1333-8591 |
| authorships[33].author.display_name | Dieter Weninger |
| authorships[33].countries | DE |
| authorships[33].affiliations[0].institution_ids | https://openalex.org/I181369854 |
| authorships[33].affiliations[0].raw_affiliation_string | Friedrich-Alexander Universität Erlangen-Nürnberg, Department of Data Science |
| authorships[33].institutions[0].id | https://openalex.org/I181369854 |
| authorships[33].institutions[0].ror | https://ror.org/00f7hpc57 |
| authorships[33].institutions[0].type | education |
| authorships[33].institutions[0].lineage | https://openalex.org/I181369854 |
| authorships[33].institutions[0].country_code | DE |
| authorships[33].institutions[0].display_name | Friedrich-Alexander-Universität Erlangen-Nürnberg |
| authorships[33].author_position | middle |
| authorships[33].raw_author_name | Dieter Weninger |
| authorships[33].is_corresponding | False |
| authorships[33].raw_affiliation_strings | Friedrich-Alexander Universität Erlangen-Nürnberg, Department of Data Science |
| authorships[34].author.id | https://openalex.org/A5023964148 |
| authorships[34].author.orcid | https://orcid.org/0000-0003-2698-0767 |
| authorships[34].author.display_name | Jakob Witzig |
| authorships[34].countries | DE |
| authorships[34].affiliations[0].institution_ids | https://openalex.org/I195893171 |
| authorships[34].affiliations[0].raw_affiliation_string | Zuse Institute Berlin, Department AIS2T |
| authorships[34].institutions[0].id | https://openalex.org/I195893171 |
| authorships[34].institutions[0].ror | https://ror.org/02eva5865 |
| authorships[34].institutions[0].type | facility |
| authorships[34].institutions[0].lineage | https://openalex.org/I195893171 |
| authorships[34].institutions[0].country_code | DE |
| authorships[34].institutions[0].display_name | Zuse Institute Berlin |
| authorships[34].author_position | last |
| authorships[34].raw_author_name | Jakob Witzig |
| authorships[34].is_corresponding | False |
| authorships[34].raw_affiliation_strings | Zuse Institute Berlin, Department AIS2T |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://arxiv.org/pdf/2303.07101 |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Enabling Research through the SCIP Optimization Suite 8.0 |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11596 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9997000098228455 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1705 |
| primary_topic.subfield.display_name | Computer Networks and Communications |
| primary_topic.display_name | Constraint Satisfaction and Optimization |
| related_works | https://openalex.org/W4231704780, https://openalex.org/W2083794993, https://openalex.org/W352609212, https://openalex.org/W1511772879, https://openalex.org/W4379115841, https://openalex.org/W4387426029, https://openalex.org/W4200340037, https://openalex.org/W608917066, https://openalex.org/W4283652261, https://openalex.org/W585424826 |
| cited_by_count | 56 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 19 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 25 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 11 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 1 |
| locations_count | 4 |
| best_oa_location.id | pmh:oai:arXiv.org:2303.07101 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306400194 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | arXiv (Cornell University) |
| best_oa_location.source.host_organization | https://openalex.org/I205783295 |
| best_oa_location.source.host_organization_name | Cornell University |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| best_oa_location.license | |
| best_oa_location.pdf_url | https://arxiv.org/pdf/2303.07101 |
| best_oa_location.version | submittedVersion |
| best_oa_location.raw_type | text |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | False |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | http://arxiv.org/abs/2303.07101 |
| primary_location.id | doi:10.1145/3585516 |
| primary_location.is_oa | False |
| primary_location.source.id | https://openalex.org/S163326656 |
| primary_location.source.issn | 0098-3500, 1557-7295 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 0098-3500 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | ACM Transactions on Mathematical Software |
| primary_location.source.host_organization | https://openalex.org/P4310319798 |
| primary_location.source.host_organization_name | Association for Computing Machinery |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319798 |
| primary_location.source.host_organization_lineage_names | Association for Computing Machinery |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | ACM Transactions on Mathematical Software |
| primary_location.landing_page_url | https://doi.org/10.1145/3585516 |
| publication_date | 2023-03-10 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W2014328192, https://openalex.org/W2587095554, https://openalex.org/W2128971018, https://openalex.org/W2034432217, https://openalex.org/W2015127564, https://openalex.org/W3081646536, https://openalex.org/W3004963334, https://openalex.org/W2914609335, https://openalex.org/W3116465178, https://openalex.org/W3094491077, https://openalex.org/W3125513702, https://openalex.org/W2559883687, https://openalex.org/W3138005506, https://openalex.org/W2911618082, https://openalex.org/W3205864292, https://openalex.org/W2527757967, https://openalex.org/W2528914664, https://openalex.org/W2103880351, https://openalex.org/W2740548164, https://openalex.org/W3085454911, https://openalex.org/W2788332637, https://openalex.org/W2904738818, https://openalex.org/W2603633927, https://openalex.org/W3124036821, https://openalex.org/W2401610261, https://openalex.org/W6822618293, https://openalex.org/W124060458, https://openalex.org/W2031906986, https://openalex.org/W2499865049, https://openalex.org/W2914155449, https://openalex.org/W2017479016, https://openalex.org/W1548885290, https://openalex.org/W2476080091, https://openalex.org/W2788091193, https://openalex.org/W2914080086, https://openalex.org/W4206693354, https://openalex.org/W3201760816, https://openalex.org/W2806008114, https://openalex.org/W3009834077, https://openalex.org/W1564910180, https://openalex.org/W2781777076, https://openalex.org/W1531894741, https://openalex.org/W2378709058, https://openalex.org/W2790556967, https://openalex.org/W2215451438, https://openalex.org/W2924010893, https://openalex.org/W2946691776, https://openalex.org/W2032234281, https://openalex.org/W3132394582, https://openalex.org/W1999895824, https://openalex.org/W2411933627, https://openalex.org/W2120018445, https://openalex.org/W1573175443, https://openalex.org/W2147534455, https://openalex.org/W4254510866, https://openalex.org/W3124680217, https://openalex.org/W4285719527, https://openalex.org/W3098665539, https://openalex.org/W4386264986, https://openalex.org/W2531550286, https://openalex.org/W2948251124, https://openalex.org/W2222122796, https://openalex.org/W4297831302, https://openalex.org/W3097129362, https://openalex.org/W4226015859, https://openalex.org/W4226280028, https://openalex.org/W2106121057, https://openalex.org/W2189656425 |
| referenced_works_count | 68 |
| abstract_inverted_index.. | 21, 116 |
| abstract_inverted_index.a | 5, 48, 70, 75 |
| abstract_inverted_index.an | 84 |
| abstract_inverted_index.as | 63, 69, 74 |
| abstract_inverted_index.by | 47 |
| abstract_inverted_index.in | 36, 57, 110 |
| abstract_inverted_index.is | 27 |
| abstract_inverted_index.of | 7, 24, 31, 50, 65, 86 |
| abstract_inverted_index.on | 28 |
| abstract_inverted_index.to | 88 |
| abstract_inverted_index.The | 0, 22 |
| abstract_inverted_index.and | 55, 73, 91, 106 |
| abstract_inverted_index.are | 44 |
| abstract_inverted_index.for | 10, 77, 100 |
| abstract_inverted_index.new | 94 |
| abstract_inverted_index.the | 15, 29, 32, 51, 98, 104, 107 |
| abstract_inverted_index.8.0, | 59 |
| abstract_inverted_index.SCIP | 1, 20, 33, 39, 66, 115 |
| abstract_inverted_index.both | 62 |
| abstract_inverted_index.main | 41 |
| abstract_inverted_index.role | 30 |
| abstract_inverted_index.that | 96 |
| abstract_inverted_index.this | 25, 81 |
| abstract_inverted_index.tool | 72 |
| abstract_inverted_index.upon | 114 |
| abstract_inverted_index.user | 101 |
| abstract_inverted_index.with | 103 |
| abstract_inverted_index.’s | 40, 67 |
| abstract_inverted_index.Suite | 3, 35 |
| abstract_inverted_index.built | 113 |
| abstract_inverted_index.focus | 23 |
| abstract_inverted_index.gives | 83 |
| abstract_inverted_index.other | 89 |
| abstract_inverted_index.serve | 61 |
| abstract_inverted_index.which | 60 |
| abstract_inverted_index.around | 14 |
| abstract_inverted_index.design | 42 |
| abstract_inverted_index.expand | 97 |
| abstract_inverted_index.latest | 52, 108 |
| abstract_inverted_index.article | 26, 82 |
| abstract_inverted_index.further | 78 |
| abstract_inverted_index.integer | 17 |
| abstract_inverted_index.several | 111 |
| abstract_inverted_index.version | 58 |
| abstract_inverted_index.centered | 13 |
| abstract_inverted_index.examples | 64 |
| abstract_inverted_index.features | 95 |
| abstract_inverted_index.followed | 46 |
| abstract_inverted_index.modeling | 92 |
| abstract_inverted_index.overview | 85 |
| abstract_inverted_index.packages | 9 |
| abstract_inverted_index.platform | 76 |
| abstract_inverted_index.provides | 4 |
| abstract_inverted_index.research | 71 |
| abstract_inverted_index.software | 8 |
| abstract_inverted_index.framework | 19 |
| abstract_inverted_index.research. | 38 |
| abstract_inverted_index.collection | 6 |
| abstract_inverted_index.constraint | 16 |
| abstract_inverted_index.discussed, | 45 |
| abstract_inverted_index.extensions | 112 |
| abstract_inverted_index.framework, | 105 |
| abstract_inverted_index.interfaces | 87 |
| abstract_inverted_index.languages, | 93 |
| abstract_inverted_index.principles | 43 |
| abstract_inverted_index.supporting | 37 |
| abstract_inverted_index.application | 68 |
| abstract_inverted_index.interaction | 102 |
| abstract_inverted_index.performance | 53 |
| abstract_inverted_index.programming | 18, 90 |
| abstract_inverted_index.Furthermore, | 80 |
| abstract_inverted_index.Optimization | 2, 34 |
| abstract_inverted_index.developments | 56, 109 |
| abstract_inverted_index.improvements | 54 |
| abstract_inverted_index.mathematical | 11 |
| abstract_inverted_index.optimization | 12 |
| abstract_inverted_index.presentation | 49 |
| abstract_inverted_index.developments. | 79 |
| abstract_inverted_index.possibilities | 99 |
| cited_by_percentile_year.max | 100 |
| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 5 |
| institutions_distinct_count | 35 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.41999998688697815 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.99085006 |
| citation_normalized_percentile.is_in_top_1_percent | True |
| citation_normalized_percentile.is_in_top_10_percent | True |