{"id":"https://openalex.org/W2348881650","doi":"https://doi.org/10.1109/tevc.2016.2569018","title":"Efficient Use of Partially Converged Simulations in Evolutionary Optimization","display_name":"Efficient Use of Partially Converged Simulations in Evolutionary Optimization","publication_year":2016,"publication_date":"2016-05-13","ids":{"openalex":"https://openalex.org/W2348881650","doi":"https://doi.org/10.1109/tevc.2016.2569018","mag":"2348881650"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2016.2569018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2016.2569018","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-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/A5036018560","display_name":"Juergen Branke","orcid":"https://orcid.org/0000-0002-4343-5878"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Juergen Branke","raw_affiliation_strings":["Warwick Business School, University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0002-4343-5878","affiliations":[{"raw_affiliation_string":"Warwick Business School, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014752949","display_name":"Md Asafuddoula","orcid":"https://orcid.org/0000-0003-4102-6349"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md. Asafuddoula","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041291450","display_name":"Kalyan Shankar Bhattacharjee","orcid":"https://orcid.org/0000-0002-5766-6060"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kalyan Shankar Bhattacharjee","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061883146","display_name":"Tapabrata Ray","orcid":"https://orcid.org/0000-0003-1950-5917"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tapabrata Ray","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales at Canberra, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales at Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.1278,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96454901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"52","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9988999962806702,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980999827384949,"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/benchmark","display_name":"Benchmark (surveying)","score":0.900141716003418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7375829219818115},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6820325255393982},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5774746537208557},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5486378073692322},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4885641038417816},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44363290071487427},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43218767642974854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32487452030181885},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2517170310020447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12875059247016907}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.900141716003418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7375829219818115},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6820325255393982},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5774746537208557},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5486378073692322},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4885641038417816},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44363290071487427},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43218767642974854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32487452030181885},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2517170310020447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12875059247016907},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tevc.2016.2569018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2016.2569018","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:79047","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G5418211894","display_name":"Development of methods and algorithms to support multidisciplinary optimisation","funder_award_id":"FT120100228","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320311690","display_name":"University of South Wales","ror":"https://ror.org/02mzn7s88"},{"id":"https://openalex.org/F4320313567","display_name":"University of New South Wales Canberra","ror":null},{"id":"https://openalex.org/F4320320965","display_name":"University of New South Wales","ror":"https://ror.org/03r8z3t63"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W39808511","https://openalex.org/W57131746","https://openalex.org/W1517548193","https://openalex.org/W1529042793","https://openalex.org/W1531859564","https://openalex.org/W1532738248","https://openalex.org/W1533374193","https://openalex.org/W1543408713","https://openalex.org/W1580664041","https://openalex.org/W1590686388","https://openalex.org/W1595498733","https://openalex.org/W1784783396","https://openalex.org/W1788418424","https://openalex.org/W1831950995","https://openalex.org/W1966097591","https://openalex.org/W1976184158","https://openalex.org/W1984603815","https://openalex.org/W1993271327","https://openalex.org/W2000503034","https://openalex.org/W2011174137","https://openalex.org/W2012451526","https://openalex.org/W2013695155","https://openalex.org/W2023242330","https://openalex.org/W2060511637","https://openalex.org/W2082228576","https://openalex.org/W2087594943","https://openalex.org/W2090072309","https://openalex.org/W2092211810","https://openalex.org/W2101327302","https://openalex.org/W2119924737","https://openalex.org/W2121379050","https://openalex.org/W2131612655","https://openalex.org/W2132932473","https://openalex.org/W2136930738","https://openalex.org/W2141889940","https://openalex.org/W2151199775","https://openalex.org/W2156106639","https://openalex.org/W2166739626","https://openalex.org/W2334140162","https://openalex.org/W6631518062","https://openalex.org/W6681943040"],"related_works":["https://openalex.org/W2726551571","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2802808995","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"For":[0,64],"many":[1,38],"real-world":[2],"optimization":[3],"problems,":[4,111],"evaluating":[5],"a":[6,10,41,51,87,122,131,160],"solution":[7,157],"involves":[8],"running":[9],"computationally":[11],"expensive":[12],"simulation":[13,47,76,96,127,152],"model.":[14],"This":[15],"makes":[16],"it":[17],"challenging":[18],"to":[19,26,72,129],"use":[20],"evolutionary":[21,65],"algorithms":[22],"that":[23,89],"usually":[24],"have":[25],"evaluate":[27],"thousands":[28],"of":[29,45,59,92,162,171],"solutions":[30,142],"before":[31],"converging.":[32],"On":[33],"the":[34,46,60,70,75,94,149,165,169],"other":[35],"hand,":[36],"in":[37],"cases,":[39],"even":[40],"prematurely":[42],"stopped":[43],"run":[44,77,97],"may":[48],"serve":[49],"as":[50],"cheaper,":[52],"albeit":[53],"less":[54],"accurate":[55],"(low":[56],"fidelity),":[57],"estimate":[58],"true":[61],"fitness":[62],"value.":[63],"optimization,":[66],"this":[67,83],"opens":[68],"up":[69],"opportunity":[71],"decide":[73],"about":[74],"length":[78,98],"for":[79,99],"each":[80,100],"individual.":[81],"In":[82],"paper,":[84],"we":[85,106,135],"propose":[86,107],"mechanism":[88],"is":[90],"capable":[91],"learning":[93],"appropriate":[95],"solution.":[101],"To":[102],"test":[103],"our":[104,137],"approach,":[105],"two":[108],"new":[109],"benchmark":[110,115,119],"one":[112,118],"simple":[113],"artificial":[114],"function":[116],"and":[117,153],"based":[120],"on":[121],"computational":[123],"fluid":[124],"dynamics":[125],"(CFDs)":[126],"scenario":[128],"design":[130],"toy":[132],"submarine.":[133],"As":[134],"demonstrate,":[136],"proposed":[138],"algorithm":[139],"finds":[140],"good":[141],"much":[143,155],"more":[144],"quickly":[145],"than":[146,159],"always":[147],"using":[148],"full":[150],"CFDs":[151],"provides":[154],"better":[156],"quality":[158],"strategy":[161],"progressively":[163],"increasing":[164],"fidelity":[166],"level":[167],"over":[168],"course":[170],"optimization.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2016-06-24T00:00:00"}
