{"id":"https://openalex.org/W2736157094","doi":"https://doi.org/10.1145/3205651.3207874","title":"Model-based evolutionary algorithms: GECCO 2018 tutorial","display_name":"Model-based evolutionary algorithms: GECCO 2018 tutorial","publication_year":2018,"publication_date":"2018-07-06","ids":{"openalex":"https://openalex.org/W2736157094","doi":"https://doi.org/10.1145/3205651.3207874","mag":"2736157094"},"language":"en","primary_location":{"id":"doi:10.1145/3205651.3207874","doi":"https://doi.org/10.1145/3205651.3207874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3207874","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Genetic and Evolutionary Computation Conference Companion (GECCO Companion)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.cwi.nl/pub/27925/27925.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063460579","display_name":"Dirk Thierens","orcid":"https://orcid.org/0000-0002-9308-5159","observed_orcids":["https://orcid.org/0000-0002-9308-5159"]},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dirk Thierens","raw_affiliation_strings":["Utrecht University, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031539135","display_name":"Peter A. N. Bosman","orcid":"https://orcid.org/0000-0002-4186-6666","observed_orcids":["https://orcid.org/0000-0002-4186-6666"]},"institutions":[{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832","https://openalex.org/I4405262988"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter A. N. Bosman","raw_affiliation_strings":["Centrum Wiskunde & Informatica - CWI, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centrum Wiskunde & Informatica - CWI, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I1341640284"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00206535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"553","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8179000020027161,"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":0.8179000020027161,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.17599999904632568,"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":0.0017000000225380063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.5979999899864197}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.7147427797317505},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6064065098762512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5911941528320312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4008980095386505},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3783976435661316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3626817464828491},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.2431488037109375}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3205651.3207874","doi":"https://doi.org/10.1145/3205651.3207874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3207874","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Genetic and Evolutionary Computation Conference Companion (GECCO Companion)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:cwi.nl:27925","doi":null,"is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/27925","pdf_url":"https://ir.cwi.nl/pub/27925/27925.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/1b6b4da1-a6be-4e94-ab52-f17db8d3c74b","doi":null,"is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/modelbased-evolutionary-algorithms(1b6b4da1-a6be-4e94-ab52-f17db8d3c74b).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion, 553 - 583","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:cwi:oai:cwi.nl:27925","doi":null,"is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/27925","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:cwi.nl:27925","doi":null,"is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/27925","pdf_url":"https://ir.cwi.nl/pub/27925/27925.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2736157094.pdf","grobid_xml":"https://content.openalex.org/works/W2736157094.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W576863261","https://openalex.org/W1507225143","https://openalex.org/W1540706608"],"related_works":["https://openalex.org/W2038269312","https://openalex.org/W2262226181","https://openalex.org/W2886667264","https://openalex.org/W1988526212","https://openalex.org/W7095481778","https://openalex.org/W7048843760","https://openalex.org/W7075668289","https://openalex.org/W7096372856","https://openalex.org/W7074659352","https://openalex.org/W7101127902"],"abstract_inverted_index":{"\u25ee":[0,9,16],"Little":[1],"known":[2],"about":[3],"the":[4,7],"structure":[5,35],"of":[6],"problem":[8,14],"Clean":[10],"separation":[11],"optimizer":[12],"from":[13,36],"definition":[15],"Easy":[17],"and":[18],"generally":[19],"applicable":[20],"Approach":[21],"*":[22,31],"Classical":[23],"EAs:":[24,33],"need":[25],"suitable":[26],"representation":[27],"&":[28],"variation":[29],"operators":[30],"Model-Based":[32],"learn":[34],"good":[37],"solutions":[38]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2017-07-21T00:00:00"}