{"id":"https://openalex.org/W4401414943","doi":"https://doi.org/10.1109/cec60901.2024.10612114","title":"Towards Adaptation in Multiobjective Evolutionary Algorithms for Integer Problems","display_name":"Towards Adaptation in Multiobjective Evolutionary Algorithms for Integer Problems","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401414943","doi":"https://doi.org/10.1109/cec60901.2024.10612114"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10612114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec60901.2024.10612114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062851293","display_name":"G\u00fcnter Rudolph","orcid":"https://orcid.org/0000-0003-4223-5257"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"G\u00fcnter Rudolph","raw_affiliation_strings":["TU Dortmund University,Department of Computer Science,Dortmund,Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University,Department of Computer Science,Dortmund,Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103951737","display_name":"Markus Wagner","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Markus Wagner","raw_affiliation_strings":["Monash University,Department of Data Science and AI,Clayton,Australia"],"affiliations":[{"raw_affiliation_string":"Monash University,Department of Data Science and AI,Clayton,Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062851293"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":0.7608,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73846742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9968000054359436,"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":0.9955999851226807,"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":0.5793118476867676},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5660227537155151},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5616966485977173},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.513461172580719},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46070969104766846},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4193504750728607},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4155004620552063},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24672970175743103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23532405495643616},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05421140789985657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793118476867676},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5660227537155151},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5616966485977173},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.513461172580719},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46070969104766846},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4193504750728607},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4155004620552063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24672970175743103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23532405495643616},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05421140789985657},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10612114","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec60901.2024.10612114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W119114865","https://openalex.org/W1514875444","https://openalex.org/W1552383524","https://openalex.org/W1565012712","https://openalex.org/W1637451315","https://openalex.org/W1808460590","https://openalex.org/W1945057821","https://openalex.org/W2022586794","https://openalex.org/W2040622444","https://openalex.org/W2083457599","https://openalex.org/W2090705120","https://openalex.org/W2109262842","https://openalex.org/W2146879413","https://openalex.org/W2160088187","https://openalex.org/W2588074290","https://openalex.org/W2731880485","https://openalex.org/W2733925684","https://openalex.org/W2887049521","https://openalex.org/W2888003282","https://openalex.org/W4206607735","https://openalex.org/W4390489139","https://openalex.org/W6635011836"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W1533421371","https://openalex.org/W2003050223","https://openalex.org/W2047683846","https://openalex.org/W2044902158","https://openalex.org/W2109912052","https://openalex.org/W1711527768","https://openalex.org/W2887328214"],"abstract_inverted_index":{"Parameter":[0],"control":[1,41],"refers":[2],"to":[3,45],"the":[4,9,13,17,32,37,68,83,94,101],"techniques":[5],"that":[6,64,79],"dynamically":[7],"adapt":[8],"parameter":[10,40],"values":[11],"of":[12,36,59,70,93,100],"evolutionary":[14],"algorithm":[15,63,96],"during":[16],"optimization":[18],"process,":[19],"such":[20],"as":[21],"population":[22],"size,":[23],"crossover":[24],"rate,":[25],"or":[26],"operator":[27],"selection.":[28],"Adaptation":[29],"can":[30],"improve":[31],"performance":[33,92],"and":[34,48,90],"robustness":[35],"algorithm,":[38],"however,":[39],"mechanisms":[42],"themselves":[43],"need":[44],"be":[46],"designed":[47,66],"configured":[49],"carefully.":[50],"With":[51],"this":[52],"article,":[53],"we":[54],"contribute":[55],"a":[56],"systematic":[57],"investigation":[58],"an":[60],"adaptive,":[61],"multi-objective":[62,95],"is":[65,97],"for":[67],"optimisation":[69],"problems":[71],"in":[72],"unbounded":[73],"integer":[74],"decision":[75],"spaces.":[76],"We":[77],"find":[78],"(1)":[80],"adaptation":[81,102],"outperforms":[82],"best":[84],"static":[85],"configurations":[86],"by":[87],"39\u201382":[88],"%,":[89],"(2)":[91],"often":[98],"independent":[99],"scheme's":[103],"initial":[104],"configuration.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
