{"id":"https://openalex.org/W4415707237","doi":"https://doi.org/10.1109/tsmc.2025.3622990","title":"Auxiliary Optimization With Resource Allocation for Constrained Multiobjective Problems","display_name":"Auxiliary Optimization With Resource Allocation for Constrained Multiobjective Problems","publication_year":2025,"publication_date":"2025-10-30","ids":{"openalex":"https://openalex.org/W4415707237","doi":"https://doi.org/10.1109/tsmc.2025.3622990"},"language":null,"primary_location":{"id":"doi:10.1109/tsmc.2025.3622990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2025.3622990","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/A5085683210","display_name":"Wenguan Luo","orcid":"https://orcid.org/0000-0001-8539-9927"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenguan Luo","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084015046","display_name":"Xiaobing Yu","orcid":"https://orcid.org/0000-0002-2450-9392"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobing Yu","raw_affiliation_strings":["School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088971402","display_name":"Suoyi Tan","orcid":"https://orcid.org/0000-0002-9108-2229"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suoyi Tan","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032415518","display_name":"Xin L\u00fc","orcid":"https://orcid.org/0000-0002-3547-6493"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Lu","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Measurement and Control Systems, Silesian University of Technology (SUT), Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Measurement and Control Systems, Silesian University of Technology (SUT), Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085683210"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32585934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"1","first_page":"122","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9527000188827515,"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":0.9527000188827515,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.006500000134110451,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/benchmark","display_name":"Benchmark (surveying)","score":0.705299973487854},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6248999834060669},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.534600019454956},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5095999836921692},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.45019999146461487},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.36559998989105225},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3628999888896942}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7437000274658203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358999848365784},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.705299973487854},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6248999834060669},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.534600019454956},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5095999836921692},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.45019999146461487},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3628999888896942},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.32359999418258667},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.27480000257492065}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2025.3622990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2025.3622990","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/G2395211803","display_name":null,"funder_award_id":"2025JJ60447","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G352740161","display_name":null,"funder_award_id":"72474223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3876057390","display_name":null,"funder_award_id":"72001211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4322853717","display_name":null,"funder_award_id":"72421002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4531804245","display_name":null,"funder_award_id":"72574105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4921890555","display_name":null,"funder_award_id":"72401289","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G581012943","display_name":null,"funder_award_id":"72274099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6511305778","display_name":null,"funder_award_id":"92467302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6683154401","display_name":null,"funder_award_id":"72025405","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7136035307","display_name":null,"funder_award_id":"72301285","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/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W934277334","https://openalex.org/W1587078255","https://openalex.org/W1961948334","https://openalex.org/W1968258027","https://openalex.org/W1987443278","https://openalex.org/W2023059010","https://openalex.org/W2039577332","https://openalex.org/W2045476276","https://openalex.org/W2055025427","https://openalex.org/W2083457599","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2145339207","https://openalex.org/W2145479420","https://openalex.org/W2764251381","https://openalex.org/W2792199826","https://openalex.org/W2885304550","https://openalex.org/W2890907918","https://openalex.org/W2902365280","https://openalex.org/W2908267943","https://openalex.org/W2912180855","https://openalex.org/W2921687288","https://openalex.org/W2955804429","https://openalex.org/W2963371534","https://openalex.org/W2995903439","https://openalex.org/W3012133843","https://openalex.org/W3029729836","https://openalex.org/W3036925570","https://openalex.org/W3126639668","https://openalex.org/W3134125492","https://openalex.org/W3136310514","https://openalex.org/W3140707475","https://openalex.org/W3153447034","https://openalex.org/W3187022876","https://openalex.org/W3210307618","https://openalex.org/W3212978836","https://openalex.org/W3215619686","https://openalex.org/W4206918614","https://openalex.org/W4211006166","https://openalex.org/W4285219208","https://openalex.org/W4287178296","https://openalex.org/W4296691856","https://openalex.org/W4312801625","https://openalex.org/W4313461204","https://openalex.org/W4318603821","https://openalex.org/W4319341403","https://openalex.org/W4360594780","https://openalex.org/W4365458164","https://openalex.org/W4386170085","https://openalex.org/W4386472940","https://openalex.org/W4386698152","https://openalex.org/W4391248928","https://openalex.org/W4391305522","https://openalex.org/W4392745599","https://openalex.org/W4393253095","https://openalex.org/W4394842954","https://openalex.org/W4396708328","https://openalex.org/W4405982321","https://openalex.org/W4406025394","https://openalex.org/W4406457662"],"related_works":[],"abstract_inverted_index":{"Utilizing":[0],"various":[1],"auxiliary":[2],"optimization":[3,9,86,108],"problems":[4,13],"(AOPs)":[5],"to":[6,50,76,104,114],"help":[7],"the":[8,26,32,42,48,84,107,115,146],"for":[10,38],"constrained":[11],"multiobjective":[12],"(CMOPs)":[14],"has":[15],"recently":[16],"drawn":[17],"substantial":[18],"attention.":[19],"However,":[20],"two":[21],"key":[22],"issues":[23],"remain":[24],"underexplored:":[25],"design":[27,43],"of":[28,35,44,88,148,166],"effective":[29,56],"AOPs":[30,45,92],"and":[31,90,110,129],"efficient":[33,164],"allocation":[34,57,101],"iteration":[36,99,112,167],"resources":[37,113],"these":[39,78],"AOPs.":[40,66,118],"Specifically,":[41],"directly":[46],"affects":[47],"ability":[49],"identify":[51],"high-quality":[52],"solutions,":[53],"while":[54],"an":[55],"mechanism":[58,103],"can":[59],"reduce":[60],"wasted":[61],"iterations":[62],"on":[63,124],"less":[64],"promising":[65,117],"In":[67],"this":[68],"study,":[69],"we":[70],"propose":[71],"a":[72,97],"novel":[73],"algorithm,":[74],"DRLAOP,":[75],"tackle":[77],"challenges.":[79],"DRLAOP":[80,141,153],"begins":[81],"by":[82],"analyzing":[83],"intrinsic":[85],"requirements":[87],"CMOPs":[89],"designs":[91],"accordingly.":[93],"Then,":[94],"it":[95],"employs":[96],"DRL-guided":[98],"resource":[100],"(DRL-IRA)":[102],"dynamically":[105],"map":[106],"landscape":[109],"allocate":[111],"most":[116],"Comparative":[119],"experiments":[120],"are":[121],"carried":[122],"out":[123],"33":[125],"benchmark":[126],"CMOP":[127],"instances":[128],"nine":[130],"real-world":[131],"applications,":[132],"with":[133],"19":[134],"state-of-the-art":[135],"algorithms.":[136],"The":[137],"results":[138],"demonstrate":[139],"that":[140,152],"consistently":[142],"outperforms":[143],"or":[144],"matches":[145],"performance":[147],"its":[149],"peers,":[150],"validating":[151],"not":[154],"only":[155],"excels":[156],"in":[157],"discovering":[158],"optimal":[159],"solutions":[160],"but":[161],"also":[162],"ensures":[163],"use":[165],"resources.":[168]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-30T00:00:00"}
