{"id":"https://openalex.org/W4402216942","doi":"https://doi.org/10.1109/tsmc.2024.3446822","title":"Efficient Sparse Large-Scale Multiobjective Optimization Based on Cross-Scale Knowledge Fusion","display_name":"Efficient Sparse Large-Scale Multiobjective Optimization Based on Cross-Scale Knowledge Fusion","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402216942","doi":"https://doi.org/10.1109/tsmc.2024.3446822"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2024.3446822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3446822","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","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/A5050069346","display_name":"Zhuanlian Ding","orcid":"https://orcid.org/0000-0002-5910-2795"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuanlian Ding","raw_affiliation_strings":["School of Internet, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-5910-2795","affiliations":[{"raw_affiliation_string":"School of Internet, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102682255","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0001-7853-5548"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["School of Internet, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-7853-5548","affiliations":[{"raw_affiliation_string":"School of Internet, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068470874","display_name":"Dengdi Sun","orcid":"https://orcid.org/0000-0002-0164-7944"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengdi Sun","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-0164-7944","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028634381","display_name":"Xingyi Zhang","orcid":"https://orcid.org/0000-0002-5052-000X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyi Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-5052-000X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100604385","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0003-1229-343X"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Leiden University, Leiden, CA, The Netherlands","Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Leiden University, Leiden, CA, The Netherlands","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8299,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91402256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"54","issue":"11","first_page":"6989","last_page":"7001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.6628000140190125,"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"}},"topics":[{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.6628000140190125,"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"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.6306999921798706,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.5763000249862671,"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/scale","display_name":"Scale (ratio)","score":0.6905187368392944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49607667326927185},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.44299817085266113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35784974694252014},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33327430486679077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.228811115026474},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1178271472454071}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6905187368392944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49607667326927185},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.44299817085266113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35784974694252014},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33327430486679077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.228811115026474},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1178271472454071},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2024.3446822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3446822","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1805524899","display_name":null,"funder_award_id":"U20A20398","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2846239222","display_name":null,"funder_award_id":"2008085QF306","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G4140959408","display_name":null,"funder_award_id":"62076005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6744821813","display_name":null,"funder_award_id":"2008085MF191","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G955457619","display_name":null,"funder_award_id":"61906002","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/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1967157470","https://openalex.org/W2013885787","https://openalex.org/W2087812386","https://openalex.org/W2096166399","https://openalex.org/W2098907614","https://openalex.org/W2107845038","https://openalex.org/W2112299196","https://openalex.org/W2123808725","https://openalex.org/W2126105956","https://openalex.org/W2135863358","https://openalex.org/W2143381319","https://openalex.org/W2153654820","https://openalex.org/W2329749247","https://openalex.org/W2491167275","https://openalex.org/W2510493362","https://openalex.org/W2513211214","https://openalex.org/W2604055362","https://openalex.org/W2616257225","https://openalex.org/W2762482744","https://openalex.org/W2764251381","https://openalex.org/W2792824988","https://openalex.org/W2897208679","https://openalex.org/W2902365280","https://openalex.org/W2946739419","https://openalex.org/W3002387451","https://openalex.org/W3012911890","https://openalex.org/W3036925570","https://openalex.org/W3111679633","https://openalex.org/W3116987230","https://openalex.org/W3133211661","https://openalex.org/W3134440233","https://openalex.org/W3194886076","https://openalex.org/W3199466527","https://openalex.org/W3201929238","https://openalex.org/W3206292455","https://openalex.org/W4200344282","https://openalex.org/W4205328705","https://openalex.org/W4225130893","https://openalex.org/W4226148475","https://openalex.org/W4280526027","https://openalex.org/W4282918247","https://openalex.org/W4292087040","https://openalex.org/W4293178223","https://openalex.org/W4313812326","https://openalex.org/W4321350114","https://openalex.org/W4321766399","https://openalex.org/W4324125308","https://openalex.org/W4376874665","https://openalex.org/W4380559245","https://openalex.org/W4384831640","https://openalex.org/W4385189626","https://openalex.org/W4386051153","https://openalex.org/W4386634578","https://openalex.org/W4387131196","https://openalex.org/W4389552411","https://openalex.org/W4392251771","https://openalex.org/W6608886761","https://openalex.org/W6631460888","https://openalex.org/W6635097213","https://openalex.org/W6853405182"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Due":[0],"to":[1,73,128,157],"the":[2,7,43,47,51,63,67,81,116,125,130,148],"curse":[3],"of":[4,10],"dimensionality":[5],"and":[6,76,103,143],"unknown":[8],"sparsity":[9,41],"search":[11],"spaces,":[12],"evolutionary":[13,74],"algorithms":[14,36],"face":[15],"immense":[16],"challenges":[17],"in":[18,42,59,111,153],"approximating":[19],"optimal":[20],"solutions":[21],"for":[22,96,121],"widely":[23],"studied":[24],"sparse":[25],"large-scale":[26],"multiobjective":[27],"optimization":[28],"problems":[29],"(SLMOPs).":[30],"Most":[31],"bilevel":[32],"encoding":[33,69],"scheme":[34],"(BLES)-based":[35],"primarily":[37],"focus":[38],"on":[39,140],"exploring":[40],"binary":[44,126],"layer,":[45,132],"neglecting":[46],"real":[48,131],"layer.":[49],"Moreover,":[50],"interactions":[52],"between":[53,66],"two":[54,68,109],"layers":[55],"may":[56],"be":[57],"disregarded":[58],"these":[60],"algorithms,":[61],"thus":[62,133],"latent":[64],"gap":[65],"scales":[70],"could":[71],"lead":[72],"ambiguity":[75],"performance":[77],"limitations.":[78],"To":[79],"tackle":[80],"above":[82],"issues,":[83],"this":[84],"article":[85],"proposes":[86],"a":[87,112],"novel":[88],"BLES-based":[89],"collaborative":[90],"algorithm":[91,99],"using":[92],"cross-scale":[93,136],"knowledge":[94],"fusion":[95],"SLMOPs.":[97],"The":[98],"integrates":[100],"dual":[101,104],"grouping":[102],"dimension":[105],"reduction":[106],"techniques":[107],"via":[108],"subpopulations":[110],"coevolutionary":[113],"manner.":[114],"Additionally,":[115],"interaction":[117],"strategy":[118],"is":[119],"designed":[120],"each":[122],"technique,":[123],"leveraging":[124],"layer":[127],"guide":[129],"facilitating":[134],"sufficient":[135],"cooperation.":[137],"Extensive":[138],"experiments":[139],"benchmark":[141],"SLMOPs":[142,155],"four":[144],"real-world":[145],"applications":[146],"validate":[147],"proposed":[149],"algorithm\u2019s":[150],"strong":[151],"competitiveness":[152],"solving":[154],"compared":[156],"state-of-the-art":[158],"algorithms.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
