{"id":"https://openalex.org/W4385764178","doi":"https://doi.org/10.24963/ijcai.2023/791","title":"A Survey of Methods for Automated Algorithm Configuration (Extended Abstract)","display_name":"A Survey of Methods for Automated Algorithm Configuration (Extended Abstract)","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385764178","doi":"https://doi.org/10.24963/ijcai.2023/791"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2023/791","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24963/ijcai.2023/791","pdf_url":"https://www.ijcai.org/proceedings/2023/0791.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2023/0791.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028634824","display_name":"Elias Schede","orcid":null},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elias Schede","raw_affiliation_strings":["Bielefeld University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bielefeld University","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067122423","display_name":"Jasmin Brandt","orcid":null},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jasmin Brandt","raw_affiliation_strings":["Paderborn University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088305064","display_name":"Alexander Tornede","orcid":"https://orcid.org/0000-0002-2415-2186"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Tornede","raw_affiliation_strings":["Leibniz University Hannover"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044057928","display_name":"Marcel Wever","orcid":"https://orcid.org/0000-0001-9782-6818"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcel Wever","raw_affiliation_strings":["LMU Munich","Munich Center for Machine Learning","LMU Munich; Munich Center for Machine Learning"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMU Munich","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"raw_affiliation_string":"Munich Center for Machine Learning","institution_ids":["https://openalex.org/I4403386549"]},{"raw_affiliation_string":"LMU Munich; Munich Center for Machine Learning","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4403386549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005338669","display_name":"Viktor Bengs","orcid":"https://orcid.org/0000-0001-6988-6186"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Viktor Bengs","raw_affiliation_strings":["LMU Munich","Munich Center for Machine Learning","LMU Munich; Munich Center for Machine Learning"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMU Munich","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"raw_affiliation_string":"Munich Center for Machine Learning","institution_ids":["https://openalex.org/I4403386549"]},{"raw_affiliation_string":"LMU Munich; Munich Center for Machine Learning","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4403386549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059439673","display_name":"Eyke H\u00fcllermeier","orcid":"https://orcid.org/0000-0002-9944-4108"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eyke H\u00fcllermeier","raw_affiliation_strings":["LMU Munich","Munich Center for Machine Learning","LMU Munich; Munich Center for Machine Learning"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMU Munich","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"raw_affiliation_string":"Munich Center for Machine Learning","institution_ids":["https://openalex.org/I4403386549"]},{"raw_affiliation_string":"LMU Munich; Munich Center for Machine Learning","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4403386549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074706957","display_name":"Kevin Tierney","orcid":null},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kevin Tierney","raw_affiliation_strings":["Bielefeld University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bielefeld University","institution_ids":["https://openalex.org/I20121455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09280873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"6964","last_page":"6968"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7037568688392639},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6975469589233398},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.632882833480835},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5374283194541931},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3356778621673584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19382408261299133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16687089204788208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7037568688392639},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6975469589233398},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.632882833480835},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5374283194541931},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3356778621673584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19382408261299133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16687089204788208},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2023/791","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24963/ijcai.2023/791","pdf_url":"https://www.ijcai.org/proceedings/2023/0791.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2023/791","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24963/ijcai.2023/791","pdf_url":"https://www.ijcai.org/proceedings/2023/0791.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4748229160","display_name":"SFB 901: OnTheFly Computing   Individualisierte ITDienstleistungen in dynamischen M\u00e4rkten","funder_award_id":"160364472","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8026673714","display_name":null,"funder_award_id":"SFB 901","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8290965089","display_name":null,"funder_award_id":"SFB 901/3","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385764178.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W78552530","https://openalex.org/W332481212","https://openalex.org/W1526726828","https://openalex.org/W1556137908","https://openalex.org/W2102791214","https://openalex.org/W2132366653","https://openalex.org/W2407212869","https://openalex.org/W2890746393","https://openalex.org/W2898873842","https://openalex.org/W2948917653","https://openalex.org/W2950680102","https://openalex.org/W2961614712","https://openalex.org/W2963248505","https://openalex.org/W3011655242","https://openalex.org/W3044842815","https://openalex.org/W3045004532","https://openalex.org/W3123920941","https://openalex.org/W3184585096","https://openalex.org/W4244071406","https://openalex.org/W4287078451","https://openalex.org/W4297803580","https://openalex.org/W4304128363","https://openalex.org/W4388484923"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748"],"abstract_inverted_index":{"Algorithm":[0],"configuration":[1,14,70],"(AC)":[2],"is":[3,76],"concerned":[4],"with":[5],"the":[6,10,33,45,64,81],"automated":[7],"search":[8],"of":[9,15,25,44,69],"most":[11],"suitable":[12],"parameter":[13],"a":[16,22,52],"parametrized":[17],"algorithm.":[18],"There":[19],"are":[20],"currently":[21],"wide":[23],"variety":[24],"AC":[26,46,65,74],"problem":[27,66],"variants":[28],"and":[29,67,78],"methods":[30],"proposed":[31],"in":[32],"literature.":[34],"Existing":[35,73],"reviews":[36],"do":[37,49],"not":[38],"take":[39],"into":[40],"account":[41],"all":[42],"derivatives":[43],"problem,":[47],"nor":[48],"they":[50],"offer":[51],"complete":[53],"classification":[54],"scheme.":[55],"To":[56],"this":[57],"end,":[58],"we":[59],"introduce":[60],"taxonomies":[61],"to":[62],"describe":[63],"features":[68],"methods,":[71],"respectively.":[72],"literature":[75],"classified":[77],"characterized":[79],"by":[80],"provided":[82],"taxonomies.":[83]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}