{"id":"https://openalex.org/W4386495236","doi":"https://doi.org/10.1109/tevc.2023.3312769","title":"A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids","display_name":"A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4386495236","doi":"https://doi.org/10.1109/tevc.2023.3312769"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2023.3312769","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3312769","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/A5042639397","display_name":"Haoxiang Qin","orcid":"https://orcid.org/0000-0002-7373-9055"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxiang Qin","raw_affiliation_strings":["School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009975334","display_name":"Wenlei Bai","orcid":"https://orcid.org/0000-0003-3759-3455"},"institutions":[{"id":"https://openalex.org/I1342911587","display_name":"Oracle (United States)","ror":"https://ror.org/006c77m33","country_code":"US","type":"company","lineage":["https://openalex.org/I1342911587"]},{"id":"https://openalex.org/I157394403","display_name":"Baylor University","ror":"https://ror.org/005781934","country_code":"US","type":"education","lineage":["https://openalex.org/I157394403"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenlei Bai","raw_affiliation_strings":["Oracle Energy and Water, Oracle America Inc., Austin, TX, USA","Oracle America Inc, Austin, TX, and Baylor University, Waco, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0003-3759-3455","affiliations":[{"raw_affiliation_string":"Oracle Energy and Water, Oracle America Inc., Austin, TX, USA","institution_ids":["https://openalex.org/I1342911587"]},{"raw_affiliation_string":"Oracle America Inc, Austin, TX, and Baylor University, Waco, Texas, USA","institution_ids":["https://openalex.org/I1342911587","https://openalex.org/I157394403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027424271","display_name":"Yi Xiang","orcid":"https://orcid.org/0000-0003-2118-4825"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Xiang","raw_affiliation_strings":["School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2118-4825","affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101420116","display_name":"Fangqing Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangqing Liu","raw_affiliation_strings":["School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010598164","display_name":"Yuyan Han","orcid":"https://orcid.org/0000-0001-8963-5421"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyan Han","raw_affiliation_strings":["School of Computer Science, Liaocheng University, Liaocheng, China"],"raw_orcid":"https://orcid.org/0000-0001-8963-5421","affiliations":[{"raw_affiliation_string":"School of Computer Science, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100398661","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0001-8964-6454"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8964-6454","affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7874,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91057378,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"28","issue":"5","first_page":"1427","last_page":"1441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6271146535873413},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5032879710197449},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4978759288787842},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.43284493684768677},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4164649546146393},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3685000538825989},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36738288402557373},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.29075050354003906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2122487723827362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6271146535873413},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5032879710197449},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4978759288787842},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.43284493684768677},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4164649546146393},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3685000538825989},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36738288402557373},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.29075050354003906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2122487723827362},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2023.3312769","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3312769","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1674466302","display_name":null,"funder_award_id":"2022A1515110058","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G1803513032","display_name":null,"funder_award_id":"61906069","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"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1968346596","https://openalex.org/W1999582577","https://openalex.org/W2006751452","https://openalex.org/W2013227046","https://openalex.org/W2028569720","https://openalex.org/W2042817176","https://openalex.org/W2055134499","https://openalex.org/W2079894633","https://openalex.org/W2110554198","https://openalex.org/W2119531181","https://openalex.org/W2162145193","https://openalex.org/W2165171393","https://openalex.org/W2294853546","https://openalex.org/W2308075648","https://openalex.org/W2310891305","https://openalex.org/W2343206381","https://openalex.org/W2534521428","https://openalex.org/W2728398104","https://openalex.org/W2735059985","https://openalex.org/W2767089899","https://openalex.org/W2792890363","https://openalex.org/W2804180452","https://openalex.org/W2883628237","https://openalex.org/W2884609720","https://openalex.org/W2897382957","https://openalex.org/W2898253762","https://openalex.org/W2917521145","https://openalex.org/W2955541341","https://openalex.org/W2958310277","https://openalex.org/W3023540311","https://openalex.org/W3025013492","https://openalex.org/W3034137764","https://openalex.org/W3082504577","https://openalex.org/W3085005326","https://openalex.org/W3088906353","https://openalex.org/W3093826929","https://openalex.org/W3139219031","https://openalex.org/W3139353926","https://openalex.org/W3204620648","https://openalex.org/W3211898816","https://openalex.org/W4210618600","https://openalex.org/W4226251311","https://openalex.org/W4296004260","https://openalex.org/W4302011110","https://openalex.org/W4375928622","https://openalex.org/W4378839772","https://openalex.org/W4381093805"],"related_works":["https://openalex.org/W2157557172","https://openalex.org/W2777699997","https://openalex.org/W2174362944","https://openalex.org/W2035908454","https://openalex.org/W1994782139","https://openalex.org/W2138260944","https://openalex.org/W2151342429","https://openalex.org/W2394465510","https://openalex.org/W2097486318","https://openalex.org/W2170842068"],"abstract_inverted_index":{"Handling":[0],"energy":[1,7,23,35],"resource":[2],"management":[3],"(ERM)":[4],"in":[5,59,64,111,118,179,192],"today\u2019s":[6],"systems":[8],"is":[9,74,101,167,187,207],"complex":[10],"and":[11,37,97,139,152,160,200],"challenging":[12],"due":[13],"to":[14,47,76,103,124,136,156,169,189,209],"uncertainties":[15],"arising":[16],"from":[17],"the":[18,78,112,119,143,146,158,195,204,211],"high":[19],"penetration":[20,26],"of":[21,121,145,162,194],"distributed":[22],"resources.":[24],"Such":[25],"introduces":[27],"various":[28],"uncertain":[29],"factors,":[30],"such":[31],"as":[32],"renewable":[33],"energy,":[34],"storage,":[36],"electric":[38],"vehicles,":[39],"making":[40],"it":[41],"difficult":[42],"for":[43],"traditional":[44],"mathematical":[45],"methods":[46],"find":[48],"effective":[49,208],"solutions.":[50,106,127,163],"However,":[51],"Evolutionary":[52],"Algorithms":[53],"(EAs)":[54],"have":[55],"shown":[56],"good":[57],"performance":[58],"solving":[60],"this":[61,65],"problem.":[62],"Therefore,":[63],"paper,":[66],"a":[67,85,174],"self-adaptive":[68],"collaborative":[69,105,108],"differential":[70],"evolution":[71],"algorithm":[72,206],"(SADEA)":[73],"proposed":[75,165,205],"solve":[77],"ERM":[79,212],"problem":[80,213],"under":[81,214],"uncertainty.":[82,215],"In":[83,128,202],"SADEA,":[84],"three-stage":[86],"adaptive":[87],"collaboration":[88,95],"strategy,":[89],"includes":[90],"boundary":[91,148],"randomization":[92],"stage,":[93,96,100],"knowledge-assisted":[94],"range":[98],"restructuration":[99],"used":[102,155],"generate":[104],"The":[107,164,182],"solutions":[109],"generated":[110],"above":[113],"stages":[114],"will":[115],"jointly":[116],"participate":[117],"perturbation":[120],"DE":[122,131],"strategies":[123,132],"explore":[125],"promising":[126],"addition,":[129],"different":[130],"are":[133,154],"selected":[134],"according":[135],"count":[137],"values":[138],"random":[140],"factors.":[141],"At":[142],"end":[144],"algorithm,":[147],"control,":[149],"elite":[150],"selection":[151],"retention":[153],"ensure":[157],"legitimacy":[159],"robustness":[161],"SADEA":[166,186],"compared":[168],"several":[170],"state-of-the-art":[171],"algorithms":[172],"on":[173],"real-world":[175],"distribution":[176],"network":[177],"located":[178],"Salamanca,":[180],"Spain.":[181],"results":[183],"show":[184],"that":[185],"superior":[188],"its":[190],"competitors":[191],"terms":[193],"objective":[196],"function,":[197],"ranking":[198],"index,":[199],"convergence.":[201],"summary,":[203],"handle":[210]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
