{"id":"https://openalex.org/W3116549747","doi":"https://doi.org/10.1109/access.2020.3047699","title":"Decomposition-Based Multiobjective Evolutionary Algorithm With Genetically Hybrid Differential Evolution Strategy","display_name":"Decomposition-Based Multiobjective Evolutionary Algorithm With Genetically Hybrid Differential Evolution Strategy","publication_year":2020,"publication_date":"2020-12-28","ids":{"openalex":"https://openalex.org/W3116549747","doi":"https://doi.org/10.1109/access.2020.3047699","mag":"3116549747"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3047699","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047699","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309227.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309227.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033175538","display_name":"Naili Luo","orcid":"https://orcid.org/0000-0002-4554-2677"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naili Luo","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","College of Optoelectronic Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Optoelectronic Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074166870","display_name":"Lin Wu","orcid":"https://orcid.org/0000-0002-2271-7673"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Lin","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020079569","display_name":"Genmiao Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genmiao Jin","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059502458","display_name":"Changkun Jiang","orcid":"https://orcid.org/0000-0003-2772-2348"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changkun Jiang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2772-2348","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044377595","display_name":"Jianyong Chen","orcid":"https://orcid.org/0000-0002-6203-1254"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyong Chen","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6203-1254","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5829,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75010824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"2428","last_page":"2442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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":0.9965999722480774,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7538588047027588},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7486576437950134},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6136060953140259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5411232709884644},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.47737905383110046},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4553740918636322},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4344456195831299},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4134926497936249},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3787391185760498},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3521774411201477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22517910599708557},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10876220464706421}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7538588047027588},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7486576437950134},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6136060953140259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5411232709884644},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.47737905383110046},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4553740918636322},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4344456195831299},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4134926497936249},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3787391185760498},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3521774411201477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22517910599708557},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10876220464706421},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3047699","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047699","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309227.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cd217c9db38644e5a68168525e806531","is_oa":true,"landing_page_url":"https://doaj.org/article/cd217c9db38644e5a68168525e806531","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 2428-2442 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3047699","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047699","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309227.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G269667806","display_name":null,"funder_award_id":"JCYJ20190808163417094","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G4238711426","display_name":null,"funder_award_id":"61876110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4804518518","display_name":"\u6709\u9650\u7406\u6027\u4e0b\u7fa4\u667a\u611f\u77e5\u7684\u6fc0\u52b1\u673a\u5236\u7814\u7a76","funder_award_id":"61902255","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5951274108","display_name":null,"funder_award_id":"JCYJ20190808164211203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6176078870","display_name":null,"funder_award_id":"61976142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6733505969","display_name":null,"funder_award_id":"U1713212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7065596463","display_name":null,"funder_award_id":"JCYJ20190808164211203","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G7097245526","display_name":"\u7c7b\u4eba\u4efb\u52a1\u89c4\u5212\u3001\u63a8\u7406\u53ca\u5176\u9a8c\u8bc1\u7cfb\u7edf\u7684\u7814\u7a76\u548c\u5e94\u7528","funder_award_id":"61836005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7207572663","display_name":"\u79fb\u52a8\u652f\u4ed8\u5b89\u5168\u7406\u8bba\u6a21\u578b\u53ca\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61672358","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/F4320325571","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70"},{"id":"https://openalex.org/F4320329791","display_name":"Shenzhen Fundamental Research Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3116549747.pdf","grobid_xml":"https://content.openalex.org/works/W3116549747.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W225560312","https://openalex.org/W811736866","https://openalex.org/W1489264121","https://openalex.org/W1553373771","https://openalex.org/W1588375755","https://openalex.org/W2008499862","https://openalex.org/W2030350848","https://openalex.org/W2035960005","https://openalex.org/W2038420231","https://openalex.org/W2046725771","https://openalex.org/W2083457599","https://openalex.org/W2086391932","https://openalex.org/W2102625537","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2134152443","https://openalex.org/W2143381319","https://openalex.org/W2146713522","https://openalex.org/W2150046657","https://openalex.org/W2153654820","https://openalex.org/W2156194072","https://openalex.org/W2156773695","https://openalex.org/W2210287443","https://openalex.org/W2284552951","https://openalex.org/W2313094906","https://openalex.org/W2343601797","https://openalex.org/W2344916885","https://openalex.org/W2419125634","https://openalex.org/W2432516117","https://openalex.org/W2519112510","https://openalex.org/W2521918431","https://openalex.org/W2565888730","https://openalex.org/W2603447527","https://openalex.org/W2609579687","https://openalex.org/W2623085198","https://openalex.org/W2745467889","https://openalex.org/W2769746177","https://openalex.org/W2806383293","https://openalex.org/W2806920391","https://openalex.org/W2808535104","https://openalex.org/W2883039463","https://openalex.org/W2894522179","https://openalex.org/W2897747945","https://openalex.org/W2906642565","https://openalex.org/W2914232575","https://openalex.org/W2931216254","https://openalex.org/W2940979927","https://openalex.org/W2954814099","https://openalex.org/W2954914826","https://openalex.org/W2961581396","https://openalex.org/W2968319997","https://openalex.org/W2994964425","https://openalex.org/W3006186968","https://openalex.org/W3009021382","https://openalex.org/W3086548118","https://openalex.org/W4285719527","https://openalex.org/W4292864963","https://openalex.org/W6608886761","https://openalex.org/W6717764351","https://openalex.org/W6726862083","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2394392475","https://openalex.org/W2079483465","https://openalex.org/W2069937987","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W1571424162","https://openalex.org/W2021957875","https://openalex.org/W2015132550"],"abstract_inverted_index":{"In":[0,23],"the":[1,15,20,32,63,68,97,134,192,196],"decomposition-based":[2],"multiobjective":[3,165],"evolutionary":[4,16],"algorithms":[5],"(MOEA/Ds),":[6],"a":[7,46,122,157],"set":[8],"of":[9,26,34,71,83,198],"subproblems":[10],"are":[11,80,109,181],"optimized":[12],"by":[13,67,117,138],"using":[14],"search":[17,64],"to":[18,61,114,132,183,187],"exploit":[19],"feasible":[21],"regions.":[22],"recent":[24],"studies":[25,70],"MOEA/Ds,":[27,57,75],"it":[28],"was":[29],"found":[30],"that":[31],"design":[33],"recombination":[35,55,72],"operators":[36,73],"would":[37],"significantly":[38],"affect":[39],"their":[40,140],"performances.":[41,185],"Therefore,":[42],"this":[43],"paper":[44],"proposes":[45],"novel":[47],"genetically":[48],"hybrid":[49],"differential":[50,88],"evolution":[51,89],"strategy":[52],"(GHDE)":[53],"for":[54],"in":[56,74],"which":[58,84],"works":[59],"effectively":[60],"strengthen":[62],"capability.":[65],"Inspired":[66],"existing":[69],"two":[76,86,107],"composite":[77],"operator":[78,105,136],"pools":[79],"introduced,":[81],"each":[82,103],"includes":[85],"distinct":[87],"(DE)":[90],"mutation":[91],"strategies,":[92],"one":[93],"emphasizing":[94],"convergence":[95],"and":[96,174],"other":[98],"focusing":[99],"on":[100,111],"diversity.":[101],"Regarding":[102],"selected":[104],"pool,":[106],"DEs":[108],"applied":[110],"parents'":[112],"genes":[113],"hybridize":[115],"offspring":[116],"adaptive":[118],"parameters":[119],"tuning.":[120],"Moreover,":[121],"fitness-rate-rank-based":[123],"multiarmed":[124],"bandit":[125],"(FRRMAB)":[126],"is":[127,161],"embedded":[128],"into":[129,149],"our":[130,199],"algorithm":[131],"select":[133],"best":[135],"pool":[137],"collecting":[139],"recently":[141],"achieved":[142],"fitness":[143],"improvement":[144],"rates.":[145],"After":[146],"embedding":[147],"GHDE":[148],"an":[150],"MOEA/D":[151,190],"variant":[152,158],"with":[153,176],"dynamical":[154],"resource":[155],"allocation,":[156],"named":[159],"MOEA/D-GHDE":[160],"presented.":[162],"Various":[163],"test":[164,172],"optimization":[166],"problems":[167],"(MOPs),":[168],"i.e.,":[169],"UF,":[170],"F":[171],"suites,":[173],"MOPs":[175],"difficult-to-approximate":[177],"(DtA)":[178],"PF":[179],"boundaries,":[180],"used":[182],"assess":[184],"Compared":[186],"several":[188],"competitive":[189],"variants,":[191],"comprehensive":[193],"experiments":[194],"validate":[195],"superiority":[197],"algorithm.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}