{"id":"https://openalex.org/W4401215833","doi":"https://doi.org/10.1145/3638530.3654185","title":"A Gradient-based Method for Differential Evolution Parameter Control by Smoothing","display_name":"A Gradient-based Method for Differential Evolution Parameter Control by Smoothing","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4401215833","doi":"https://doi.org/10.1145/3638530.3654185"},"language":"en","primary_location":{"id":"doi:10.1145/3638530.3654185","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3654185","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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 Companion","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/A5060123829","display_name":"Haotian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haotian Zhang","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057345644","display_name":"Jialong Shi","orcid":"https://orcid.org/0000-0002-4965-916X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialong Shi","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005474942","display_name":"Jianyong Sun","orcid":"https://orcid.org/0000-0002-9188-1856"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyong Sun","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072096736","display_name":"Ali Wagdy Mohamed","orcid":"https://orcid.org/0000-0002-5895-2632"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ali Wagdy Mohamed","raw_affiliation_strings":["Cairo University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Cairo University, Cairo, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109280540","display_name":"Zongben Xu","orcid":"https://orcid.org/0000-0002-4066-2338"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongben Xu","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060123829"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.4222,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57142857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"423","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9925000071525574,"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":0.9923999905586243,"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/smoothing","display_name":"Smoothing","score":0.6893525719642639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6074767112731934},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.44939547777175903},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.44041168689727783},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4274228811264038},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3411095142364502},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26357200741767883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2080461084842682},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15597742795944214},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10045298933982849}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6893525719642639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074767112731934},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.44939547777175903},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44041168689727783},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4274228811264038},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3411095142364502},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26357200741767883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2080461084842682},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15597742795944214},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10045298933982849},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638530.3654185","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3654185","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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 Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G4208651041","display_name":null,"funder_award_id":"T2341003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7295677115","display_name":null,"funder_award_id":"62076197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W1559956479","https://openalex.org/W2042253843","https://openalex.org/W2109364787","https://openalex.org/W2112036188","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2166160300","https://openalex.org/W2888117837","https://openalex.org/W2903569983","https://openalex.org/W2914049157","https://openalex.org/W2955804429","https://openalex.org/W3067443928","https://openalex.org/W3190505950","https://openalex.org/W4211019631","https://openalex.org/W4285805392","https://openalex.org/W4318954810","https://openalex.org/W6634847362"],"related_works":["https://openalex.org/W1978572805","https://openalex.org/W2383807498","https://openalex.org/W1997992934","https://openalex.org/W1987225439","https://openalex.org/W4238188170","https://openalex.org/W2125114371","https://openalex.org/W2019977573","https://openalex.org/W2149980199","https://openalex.org/W3125766170","https://openalex.org/W2040641410"],"abstract_inverted_index":{"Differential":[0],"evolution":[1],"(DE)":[2],"is":[3,30],"one":[4],"of":[5,35,88,115,148],"the":[6,14,32,57,62,66,77,86,104,112,136,155,169],"most":[7],"studied":[8],"algorithms":[9],"in":[10,16,143],"evolutionary":[11],"computation.":[12],"However,":[13],"parameters":[15,87,147],"DE":[17,36,52,177],"need":[18],"to":[19,70,76,145],"be":[20],"tuned":[21],"carefully,":[22],"which":[23],"costs":[24],"much":[25,94],"computational":[26,96],"resources.":[27],"The":[28,79,160],"reason":[29],"that":[31,82,120,163],"basic":[33],"paradigm":[34,53],"(mutation,":[37],"crossover,":[38],"bound":[39,67],"constraint":[40,68],"and":[41,65,118,151,173],"selection)":[42],"contains":[43],"non-differentiable":[44],"operators.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,83,110],"propose":[50,135],"a":[51,140],"called":[54],"\"smoDE\"":[55],"for":[56],"first":[58],"time":[59],"by":[60,90,138],"smoothing":[61],"crossover":[63],"operator":[64,69],"make":[71],"them":[72],"differentiable":[73],"with":[74,93],"respect":[75],"parameters.":[78],"experiments":[80],"show":[81,162],"can":[84,122,165],"tune":[85],"smoDE":[89,116,121,144,149],"gradient":[91],"descent":[92],"fewer":[95],"resources":[97],"than":[98,125,176],"commonly":[99],"used":[100],"tools":[101],"such":[102],"as":[103],"Bayesian":[105],"optimization":[106],"algorithm":[107],"(BOA).":[108],"Then":[109],"analyze":[111],"population":[113],"diversity":[114],"theoretically":[117],"prove":[119],"converge":[123],"faster":[124],"DE.":[126],"A":[127],"simple":[128],"experiment":[129],"also":[130],"validates":[131],"that.":[132],"We":[133],"further":[134],"\"ada-smoDE\"":[137],"embedding":[139],"neural":[141],"network":[142],"output":[146],"adaptively":[150],"test":[152,158,171],"ada-smoDE":[153,164],"on":[154,168,178],"CEC":[156],"2018":[157],"suite.":[159],"results":[161],"perform":[166],"competitively":[167],"whole":[170],"suite":[172],"significantly":[174],"better":[175],"some":[179],"problems.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}