{"id":"https://openalex.org/W4394938694","doi":"https://doi.org/10.1109/tevc.2024.3390719","title":"An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems","display_name":"An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394938694","doi":"https://doi.org/10.1109/tevc.2024.3390719"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3390719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3390719","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/A5095775336","display_name":"Maojiang Tian","orcid":"https://orcid.org/0009-0009-8094-8515"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Maojiang Tian","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-8094-8515","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108554797","display_name":"Mingke Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingke Chen","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048640231","display_name":"Wei Du","orcid":"https://orcid.org/0000-0003-3976-2275"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Du","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3976-2275","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028570509","display_name":"Yang Tang","orcid":"https://orcid.org/0000-0002-2750-8029"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Tang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2750-8029","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032314861","display_name":"Yaochu Jin","orcid":"https://orcid.org/0000-0003-1100-0631"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaochu Jin","raw_affiliation_strings":["School of Engineering, Westlake University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1100-0631","affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5095775336"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":0.6623,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72555646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"29","issue":"6","first_page":"2272","last_page":"2286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8842999935150146,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8842999935150146,"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/scale","display_name":"Scale (ratio)","score":0.5587981939315796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5377180576324463},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3674132823944092},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35730797052383423},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34000054001808167},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08232417702674866}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5587981939315796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5377180576324463},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3674132823944092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35730797052383423},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34000054001808167},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08232417702674866},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3390719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3390719","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/G4360841148","display_name":null,"funder_award_id":"22QA1402400","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"},{"id":"https://openalex.org/G5781575504","display_name":null,"funder_award_id":"62273149","funder_id":"https://openalex.org/F4320328373","funder_display_name":"National Key Laboratory Foundation of China"},{"id":"https://openalex.org/G6511873551","display_name":null,"funder_award_id":"62136003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6593223839","display_name":null,"funder_award_id":"62173144","funder_id":"https://openalex.org/F4320328373","funder_display_name":"National Key Laboratory 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/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null},{"id":"https://openalex.org/F4320328373","display_name":"National Key Laboratory Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W120185646","https://openalex.org/W1227486161","https://openalex.org/W1516742461","https://openalex.org/W1555689267","https://openalex.org/W1571424162","https://openalex.org/W1973012451","https://openalex.org/W1994019844","https://openalex.org/W1995972800","https://openalex.org/W2061706483","https://openalex.org/W2118840131","https://openalex.org/W2121429049","https://openalex.org/W2121623674","https://openalex.org/W2145418868","https://openalex.org/W2158597998","https://openalex.org/W2413634576","https://openalex.org/W2557254131","https://openalex.org/W2562277660","https://openalex.org/W2608705546","https://openalex.org/W2769744156","https://openalex.org/W2775810900","https://openalex.org/W2791735754","https://openalex.org/W2887028527","https://openalex.org/W2892336140","https://openalex.org/W2902101035","https://openalex.org/W2911517711","https://openalex.org/W2911840209","https://openalex.org/W2963492071","https://openalex.org/W2968671794","https://openalex.org/W3015775027","https://openalex.org/W3042867336","https://openalex.org/W3081911008","https://openalex.org/W3083601812","https://openalex.org/W3095415862","https://openalex.org/W3095915389","https://openalex.org/W3195886982","https://openalex.org/W3214943660","https://openalex.org/W3217501232","https://openalex.org/W4205866721","https://openalex.org/W4226177185","https://openalex.org/W4235993008","https://openalex.org/W4285244731","https://openalex.org/W4293094723","https://openalex.org/W4310416679","https://openalex.org/W4312275064","https://openalex.org/W4312349470","https://openalex.org/W4312940837"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2600246793"],"abstract_inverted_index":{"Large-scale":[0],"overlapping":[1,35,43,53,63,85,190,196,215,239],"problems":[2,44,64,216],"are":[3],"prevalent":[4],"in":[5,32,158],"practical":[6],"engineering":[7],"applications,":[8],"and":[9,56,70,118,136,142,154,162,198],"the":[10,18,50,57,100,110,122,144,149,152,159,171,174,193,227,233],"optimization":[11,234],"challenge":[12],"is":[13,206],"significantly":[14,94],"amplified":[15],"due":[16],"to":[17,66,114,140],"existence":[19],"of":[20,52,151,173,181,188,208,213,236],"shared":[21,119,155],"variables.":[22,120],"Decomposition-based":[23],"cooperative":[24],"coevolution":[25],"(CC)":[26],"algorithms":[27],"have":[28],"demonstrated":[29],"promising":[30],"performance":[31,172,235],"addressing":[33],"large-scale":[34,62,84,189,214,238],"problems.":[36,240],"However,":[37],"current":[38,58],"CC":[39],"frameworks":[40],"designed":[41],"for":[42,49,61,83],"rely":[45],"on":[46,109],"grouping":[47,59,81,92,106,128,145,166,210],"methods":[48,60],"identification":[51],"problem":[54],"structures":[55],"fail":[65],"consider":[67,185],"both":[68],"accuracy":[69],"efficiency":[71],"simultaneously.":[72],"In":[73,99,121],"this":[74],"article,":[75],"we":[76,125,177,223],"propose":[77,126,178],"a":[78,105,179],"two-stage":[79],"enhanced":[80],"method":[82,107],"problems,":[86,191],"called":[87,131],"OEDG,":[88,176],"which":[89],"achieves":[90],"accurate":[91],"while":[93,217],"reducing":[95],"computational":[96,220],"resource":[97],"consumption.":[98],"first":[101],"stage,":[102,124,161],"OEDG":[103,205,229],"employs":[104],"based":[108],"finite":[111],"differences":[112],"principle":[113],"identify":[115],"all":[116],"subcomponents":[117,153],"second":[123],"two":[127],"refinement":[129],"methods,":[130],"subcomponent":[132,137],"union":[133],"detection":[134,138],"(SUD)":[135],"(SD),":[139],"enhance":[141],"refine":[143],"results.":[146,167],"SUD":[147],"examines":[148],"information":[150],"variables":[156],"obtained":[157],"previous":[160],"SD":[163],"corrects":[164],"inaccurate":[165],"To":[168],"better":[169],"verify":[170,225],"proposed":[175,228],"series":[180],"novel":[182],"benchmarks":[183],"that":[184,204,226],"various":[186],"properties":[187],"including":[192],"topology":[194],"structure,":[195],"degree,":[197],"separability.":[199],"Extensive":[200],"experimental":[201],"results":[202],"demonstrate":[203],"capable":[207],"accurately":[209],"different":[211],"types":[212],"consuming":[218],"fewer":[219],"resources.":[221],"Finally,":[222],"empirically":[224],"can":[230],"effectively":[231],"improve":[232],"diverse":[237]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-03T23:09:05.601824","created_date":"2025-10-10T00:00:00"}