{"id":"https://openalex.org/W3016125163","doi":"https://doi.org/10.1145/3377930.3389833","title":"Self-adjusting evolutionary algorithms for multimodal optimization","display_name":"Self-adjusting evolutionary algorithms for multimodal optimization","publication_year":2020,"publication_date":"2020-06-25","ids":{"openalex":"https://openalex.org/W3016125163","doi":"https://doi.org/10.1145/3377930.3389833","mag":"3016125163"},"language":"en","primary_location":{"id":"doi:10.1145/3377930.3389833","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377930.3389833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.03266","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000748645","display_name":"Amirhossein Rajabi","orcid":"https://orcid.org/0000-0003-0898-5003"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Amirhossein Rajabi","raw_affiliation_strings":["Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038689623","display_name":"Carsten Witt","orcid":"https://orcid.org/0000-0002-6105-7700"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Carsten Witt","raw_affiliation_strings":["Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1314","last_page":"1322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9983000159263611,"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":0.9970999956130981,"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":0.6588922142982483},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5658430457115173},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5111599564552307},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4701383709907532},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38977017998695374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38761064410209656},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3330039978027344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18924802541732788}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588922142982483},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5658430457115173},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5111599564552307},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4701383709907532},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38977017998695374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38761064410209656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3330039978027344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18924802541732788}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3377930.3389833","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377930.3389833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2004.03266","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.03266","pdf_url":"https://arxiv.org/pdf/2004.03266","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:pure.atira.dk:publications/0641caa9-35e1-404e-bae3-370b542a3651","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/0641caa9-35e1-404e-bae3-370b542a3651","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Rajabi , A &amp; Witt , C 2022 , ' Self-Adjusting Evolutionary Algorithms for Multimodal Optimization ' , Algorithmica , pp. 1-30 . https://doi.org/10.1007/s00453-022-00933-z","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/2f0d9a20-b131-4308-9724-13ebf8c68d76","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/2f0d9a20-b131-4308-9724-13ebf8c68d76","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Rajabi , A &amp; Witt , C 2020 , Self-adjusting evolutionary algorithms for multimodal optimization . in Proceedings of the 2020 Genetic and Evolutionary Computation Conference . Association for Computing Machinery , pp. 1314-1322 , 2020 Genetic and Evolutionary Computation Conference , Cancun , Mexico , 08/07/2020 . https://doi.org/10.1145/3377930.3389833","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.03266","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.03266","pdf_url":"https://arxiv.org/pdf/2004.03266","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5408673982","display_name":null,"funder_award_id":"DFF-FNU 8021-00260B","funder_id":"https://openalex.org/F4320322928","funder_display_name":"Danmarks Frie Forskningsfond"},{"id":"https://openalex.org/G5676202631","display_name":null,"funder_award_id":"8021-00260B","funder_id":"https://openalex.org/F4320322928","funder_display_name":"Danmarks Frie Forskningsfond"}],"funders":[{"id":"https://openalex.org/F4320322928","display_name":"Danmarks Frie Forskningsfond","ror":"https://ror.org/02sptwz63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1587009118","https://openalex.org/W1593495653","https://openalex.org/W1970101133","https://openalex.org/W1983804795","https://openalex.org/W2042521440","https://openalex.org/W2043191653","https://openalex.org/W2048019332","https://openalex.org/W2053222431","https://openalex.org/W2102044362","https://openalex.org/W2110452063","https://openalex.org/W2159653361","https://openalex.org/W2161238506","https://openalex.org/W2165220807","https://openalex.org/W2464386141","https://openalex.org/W2604934189","https://openalex.org/W2606677068","https://openalex.org/W2733925684","https://openalex.org/W2742595244","https://openalex.org/W2797555254","https://openalex.org/W2806883562","https://openalex.org/W2810302189","https://openalex.org/W2875338278","https://openalex.org/W2885711236","https://openalex.org/W2887497241","https://openalex.org/W2888003282","https://openalex.org/W2888445197","https://openalex.org/W2888912300","https://openalex.org/W2900641433","https://openalex.org/W2902620155","https://openalex.org/W2911346016","https://openalex.org/W2939475047","https://openalex.org/W2955809646","https://openalex.org/W2962773240","https://openalex.org/W2967587352","https://openalex.org/W2968449537","https://openalex.org/W2969267791","https://openalex.org/W3016125163","https://openalex.org/W3017005800","https://openalex.org/W3102491848","https://openalex.org/W3103624457","https://openalex.org/W3104429645","https://openalex.org/W3112416017","https://openalex.org/W4235503480","https://openalex.org/W4288282776","https://openalex.org/W4289681631","https://openalex.org/W4289694552"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W2887328214","https://openalex.org/W1560122427","https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W3041827036"],"abstract_inverted_index":{"Recent":[0],"theoretical":[1],"research":[2],"has":[3],"shown":[4],"that":[5],"self-adjusting":[6,50],"and":[7,59],"self-adaptive":[8],"mechanisms":[9],"can":[10],"provably":[11],"outperform":[12],"static":[13],"settings":[14],"in":[15],"evolutionary":[16],"algorithms":[17,51],"for":[18],"binary":[19],"search":[20],"spaces.":[21],"However,":[22],"the":[23,37],"vast":[24],"majority":[25],"of":[26],"these":[27],"studies":[28],"focuses":[29],"on":[30],"unimodal":[31],"functions":[32],"which":[33],"do":[34,60],"not":[35,53,61],"require":[36],"algorithm":[38],"to":[39,44,55,66],"flip":[40],"several":[41],"bits":[42],"simultaneously":[43],"make":[45],"progress.":[46],"In":[47],"fact,":[48],"existing":[49],"are":[52],"designed":[54],"detect":[56],"local":[57],"optima":[58],"have":[62],"any":[63],"obvious":[64],"benefit":[65],"cross":[67],"large":[68],"Hamming":[69],"gaps.":[70]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":8}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
