{"id":"https://openalex.org/W2901187833","doi":"https://doi.org/10.1145/3321707.3321796","title":"Evolutionary diversity optimization using multi-objective indicators","display_name":"Evolutionary diversity optimization using multi-objective indicators","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2901187833","doi":"https://doi.org/10.1145/3321707.3321796","mag":"2901187833"},"language":"en","primary_location":{"id":"doi:10.1145/3321707.3321796","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321707.3321796","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1811.06804","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001757263","display_name":"Aneta Neumann","orcid":"https://orcid.org/0000-0002-0036-4782"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aneta Neumann","raw_affiliation_strings":["The University of Adelaide, Adelaide, Australia","The University of Adelaide, Adelaide, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia#TAB#","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028357788","display_name":"Wanru Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanru Gao","raw_affiliation_strings":["The University of Adelaide, Adelaide, Australia","The University of Adelaide, Adelaide, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia#TAB#","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056886268","display_name":"Markus Wagner","orcid":"https://orcid.org/0000-0002-3124-0061"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Markus Wagner","raw_affiliation_strings":["The University of Adelaide, Adelaide, Australia","The University of Adelaide, Adelaide, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia#TAB#","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089531887","display_name":"Frank Neumann","orcid":"https://orcid.org/0000-0002-2721-3618"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Frank Neumann","raw_affiliation_strings":["The University of Adelaide, Adelaide, Australia","The University of Adelaide, Adelaide, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"The University of Adelaide, Adelaide, Australia#TAB#","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"837","last_page":"845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.9998000264167786,"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":0.9972000122070312,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6839903593063354},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6646144986152649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5963539481163025},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5904685854911804},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5263603925704956},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5013368129730225},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4881945252418518},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.44751593470573425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37838396430015564},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2955401539802551},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2896961569786072}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6839903593063354},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6646144986152649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5963539481163025},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5904685854911804},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5263603925704956},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5013368129730225},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4881945252418518},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.44751593470573425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37838396430015564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2955401539802551},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2896961569786072},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3321707.3321796","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321707.3321796","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1811.06804","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.06804","pdf_url":"https://arxiv.org/pdf/1811.06804","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":"","raw_type":"text"},{"id":"mag:2901187833","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1811.06804v1","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/127218","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/127218","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dl.acm.org/doi/proceedings/10.1145/3321707","raw_type":"Conference paper"},{"id":"doi:10.48550/arxiv.1811.06804","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1811.06804","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1811.06804","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.06804","pdf_url":"https://arxiv.org/pdf/1811.06804","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":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901187833.pdf","grobid_xml":"https://content.openalex.org/works/W2901187833.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W989675465","https://openalex.org/W1484234309","https://openalex.org/W1490482062","https://openalex.org/W1494649436","https://openalex.org/W1567126838","https://openalex.org/W1588375755","https://openalex.org/W1595498733","https://openalex.org/W1662894842","https://openalex.org/W1964678795","https://openalex.org/W1970879550","https://openalex.org/W2025784084","https://openalex.org/W2028203177","https://openalex.org/W2031283589","https://openalex.org/W2061163476","https://openalex.org/W2077220042","https://openalex.org/W2083515646","https://openalex.org/W2098907614","https://openalex.org/W2105899518","https://openalex.org/W2126105956","https://openalex.org/W2138817206","https://openalex.org/W2143381319","https://openalex.org/W2144045033","https://openalex.org/W2519454815","https://openalex.org/W2600895039","https://openalex.org/W2604517447","https://openalex.org/W2726056738","https://openalex.org/W2775947831","https://openalex.org/W2786560974","https://openalex.org/W2962809967","https://openalex.org/W2962961217"],"related_works":["https://openalex.org/W3163463116","https://openalex.org/W2751585536","https://openalex.org/W2624850819","https://openalex.org/W2109133447","https://openalex.org/W1540908235","https://openalex.org/W2135236309","https://openalex.org/W3099449394","https://openalex.org/W2390042539","https://openalex.org/W2389304296","https://openalex.org/W1975687254","https://openalex.org/W2065759264","https://openalex.org/W2914427875","https://openalex.org/W3208382126","https://openalex.org/W2972537726","https://openalex.org/W2276939522","https://openalex.org/W2375277915","https://openalex.org/W2377222842","https://openalex.org/W2166969227","https://openalex.org/W2057533630","https://openalex.org/W2604717917"],"abstract_inverted_index":{"Evolutionary":[0],"diversity":[1,39,63,108],"optimization":[2,40,57],"aims":[3],"to":[4,78],"compute":[5],"a":[6,26],"set":[7],"of":[8,37,55,72,84,104],"solutions":[9,24],"that":[10,82],"are":[11],"diverse":[12,70],"in":[13,52,102],"the":[14,35,53,85,91,95],"search":[15],"space":[16],"or":[17],"instance":[18],"feature":[19],"space,":[20],"and":[21,41,75,94,106],"where":[22],"all":[23],"meet":[25],"given":[27],"quality":[28],"criterion.":[29],"With":[30],"this":[31],"paper,":[32],"we":[33],"bridge":[34],"areas":[36],"evolutionary":[38,42,62],"multi-objective":[43,56,88],"optimization.":[44,64],"We":[45],"show":[46,81],"how":[47],"popular":[48],"indicators":[49],"frequently":[50],"used":[51,60],"area":[54],"can":[58],"be":[59],"for":[61,68],"Our":[65],"experimental":[66],"investigations":[67],"evolving":[69],"sets":[71],"TSP":[73],"instances":[74],"images":[76],"according":[77],"various":[79,107],"features":[80],"two":[83],"most":[86],"prominent":[87],"indicators,":[89],"namely":[90],"hypervolume":[92],"indicator":[93],"inverted":[96],"generational":[97],"distance,":[98],"provide":[99],"excellent":[100],"results":[101],"terms":[103],"visualization":[105],"indicators.":[109]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
