{"id":"https://openalex.org/W2064368166","doi":"https://doi.org/10.1109/cec.2013.6557690","title":"Investigation of self-adaptive differential evolution on the CEC-2013 real-parameter single-objective optimization testbed","display_name":"Investigation of self-adaptive differential evolution on the CEC-2013 real-parameter single-objective optimization testbed","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2064368166","doi":"https://doi.org/10.1109/cec.2013.6557690","mag":"2064368166"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006614329","display_name":"A. K. Qin","orcid":"https://orcid.org/0000-0001-6631-1651"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"A. K. Qin","raw_affiliation_strings":["School of Automation, Southeast University, Nanjing, China","School of Computer Science and Information Technology, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science and Information Technology, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369719","display_name":"Xiaodong Li","orcid":"https://orcid.org/0000-0003-0346-1526"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaodong Li","raw_affiliation_strings":["School of Computer Science and Information Technology, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Technology, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083939413","display_name":"Hong Pan","orcid":"https://orcid.org/0000-0002-0539-7997"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Pan","raw_affiliation_strings":["School of Automation, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025016953","display_name":"Siyu Xia","orcid":"https://orcid.org/0000-0002-0953-6501"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Xia","raw_affiliation_strings":["School of Automation, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9976999759674072,"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":0.9546999931335449,"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/testbed","display_name":"Testbed","score":0.8995050191879272},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6720059514045715},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6201339960098267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5573524236679077},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.4720911383628845},{"id":"https://openalex.org/keywords/parameter-space","display_name":"Parameter space","score":0.4590863287448883},{"id":"https://openalex.org/keywords/model-parameter","display_name":"Model parameter","score":0.43995553255081177},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3236948847770691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3090650737285614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2513611614704132},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24918952584266663},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21876129508018494}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8995050191879272},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6720059514045715},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6201339960098267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5573524236679077},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.4720911383628845},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.4590863287448883},{"id":"https://openalex.org/C2983447341","wikidata":"https://www.wikidata.org/wiki/Q1413083","display_name":"Model parameter","level":2,"score":0.43995553255081177},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3236948847770691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3090650737285614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2513611614704132},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24918952584266663},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21876129508018494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cec.2013.6557690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.419.3503","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.419.3503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://goanna.cs.rmit.edu.au/~xiaodong/publications/sade-kai-cec13.pdf","raw_type":"text"},{"id":"pmh:oai:alma.61RMIT_INST:11247055500001341","is_oa":false,"landing_page_url":"http://doi.org.10.1109/CEC.2013.6557690","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"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":"pmh:oai:researchbank.swinburne.edu.au:7e9576de-91c8-468e-9198-98dfc8dce091/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/438607","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation (CEC), Cancun, Mexico, 20-23 June, 2013, pp. 1107-1114","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W28524336","https://openalex.org/W1595159159","https://openalex.org/W1879678483","https://openalex.org/W1945057821","https://openalex.org/W1950681193","https://openalex.org/W1998674867","https://openalex.org/W2009543464","https://openalex.org/W2028031385","https://openalex.org/W2070972695","https://openalex.org/W2096166399","https://openalex.org/W2099655666","https://openalex.org/W2117250519","https://openalex.org/W2129724855","https://openalex.org/W2132181343","https://openalex.org/W2137340504","https://openalex.org/W2156194072","https://openalex.org/W2156773695","https://openalex.org/W2162145193","https://openalex.org/W2163845190","https://openalex.org/W2171263583","https://openalex.org/W2917884856","https://openalex.org/W3015222189","https://openalex.org/W3137715965","https://openalex.org/W4298982457","https://openalex.org/W6759768743"],"related_works":["https://openalex.org/W1998254728","https://openalex.org/W2077038896","https://openalex.org/W2023661646","https://openalex.org/W2369488043","https://openalex.org/W2066489961","https://openalex.org/W2905630886","https://openalex.org/W1987771408","https://openalex.org/W2087158431","https://openalex.org/W2612639608","https://openalex.org/W2793373094"],"abstract_inverted_index":{"Self-adaptive":[0],"differential":[1],"evolution":[2],"(SaDE)":[3],"is":[4,60,83],"a":[5,93,136],"wellknown":[6],"DE":[7,140],"variant,":[8],"which":[9],"has":[10],"received":[11],"considerable":[12],"attention":[13],"since":[14,91],"it":[15],"was":[16],"developed.":[17],"SaDE":[18,49,82],"gradually":[19],"adapts":[20],"its":[21],"trial":[22],"vector":[23],"generation":[24],"strategy":[25],"and":[26,40,128],"the":[27,33,51,88,101,107,121],"accompanying":[28],"parameter":[29,43,76,89,96,122],"setting":[30],"via":[31],"learning":[32],"preceding":[34],"performance":[35,105,117,132],"of":[36,95,120,135],"multiple":[37],"candidate":[38],"strategies":[39],"their":[41],"associated":[42],"settings.":[44,77,109],"This":[45,78],"work":[46],"systematically":[47],"investigates":[48],"on":[50,111],"CEC-2013":[52],"real-parameter":[53],"single-objective":[54],"optimization":[55],"testbed.":[56],"Parameter":[57],"sensitivity":[58,126],"analysis":[59,79,127],"carried":[61],"out":[62],"by":[63,125],"using":[64,118],"advanced":[65],"statistical":[66],"hypothesis":[67],"testing":[68],"methods,":[69],"aiming":[70],"to":[71,87,100],"detect":[72],"statistically":[73,102,129],"significantly":[74,103,145],"superior":[75],"reveals":[80],"that":[81,134],"actually":[84],"less":[85],"sensitive":[86],"choice":[90],"quite":[92],"number":[94],"settings":[97,123],"can":[98],"lead":[99],"better":[104],"than":[106],"other":[108],"Based":[110],"this":[112,131],"finding,":[113],"we":[114],"report":[115],"SaDE's":[116],"one":[119],"advocated":[124],"compare":[130],"with":[133],"widely":[137],"used":[138],"classic":[139],"(DE/rand/1/bin).":[141],"The":[142],"comparison":[143],"results":[144],"favor":[146],"SaDE.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}