{"id":"https://openalex.org/W4400072040","doi":"https://doi.org/10.1109/jiot.2024.3417009","title":"Constrained Multiobjective Decomposition Evolutionary Algorithm for UAV-Assisted Mobile Edge Computing Networks","display_name":"Constrained Multiobjective Decomposition Evolutionary Algorithm for UAV-Assisted Mobile Edge Computing Networks","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400072040","doi":"https://doi.org/10.1109/jiot.2024.3417009"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3417009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3417009","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5052527592","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0003-4469-9346"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China"],"raw_orcid":"https://orcid.org/0000-0003-4469-9346","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025764540","display_name":"Fangqing Wen","orcid":"https://orcid.org/0000-0001-6527-4326"},"institutions":[{"id":"https://openalex.org/I4210126203","display_name":"Hubei University of Automotive Technology","ror":"https://ror.org/039m95m06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210126203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangqing Wen","raw_affiliation_strings":["Institute of Vehicle Information Control and Network Technology, Hubei University of Automotive Technology, Shiyan, China"],"raw_orcid":"https://orcid.org/0000-0001-6527-4326","affiliations":[{"raw_affiliation_string":"Institute of Vehicle Information Control and Network Technology, Hubei University of Automotive Technology, Shiyan, China","institution_ids":["https://openalex.org/I4210126203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101824985","display_name":"Qinghe Zhang","orcid":"https://orcid.org/0000-0001-8039-8650"},"institutions":[{"id":"https://openalex.org/I4210126203","display_name":"Hubei University of Automotive Technology","ror":"https://ror.org/039m95m06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210126203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghe Zhang","raw_affiliation_strings":["Institute of Vehicle Information Control and Network Technology, Hubei University of Automotive Technology, Shiyan, China"],"raw_orcid":"https://orcid.org/0000-0001-8039-8650","affiliations":[{"raw_affiliation_string":"Institute of Vehicle Information Control and Network Technology, Hubei University of Automotive Technology, Shiyan, China","institution_ids":["https://openalex.org/I4210126203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367677","display_name":"Guan Gui","orcid":"https://orcid.org/0000-0003-3888-2881"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Gui","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3888-2881","affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087599025","display_name":"Hikmet Sari","orcid":"https://orcid.org/0000-0001-8114-6164"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hikmet Sari","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011281064","display_name":"Fumiyuki Adachi","orcid":"https://orcid.org/0000-0002-5416-0718"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumiyuki Adachi","raw_affiliation_strings":["International Research Institute of Disaster Science, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5416-0718","affiliations":[{"raw_affiliation_string":"International Research Institute of Disaster Science, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.1522,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9666359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"22","first_page":"36673","last_page":"36687"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9559999704360962,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9476000070571899,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7953956127166748},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.6437585353851318},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.569911777973175},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.48855075240135193},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.45065850019454956},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4431706666946411},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4291331171989441},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.41936278343200684},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35151755809783936},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3284076452255249},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2634087800979614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21017253398895264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7953956127166748},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.6437585353851318},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.569911777973175},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.48855075240135193},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.45065850019454956},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4431706666946411},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4291331171989441},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.41936278343200684},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35151755809783936},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3284076452255249},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2634087800979614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21017253398895264},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3417009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3417009","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2113292069","display_name":null,"funder_award_id":"62271286","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2795549115","display_name":null,"funder_award_id":"2022CFB752","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G8128436899","display_name":null,"funder_award_id":"62371271","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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W2802520108","https://openalex.org/W2888360891","https://openalex.org/W2981262799","https://openalex.org/W2981726317","https://openalex.org/W3000035286","https://openalex.org/W3005478472","https://openalex.org/W3006541201","https://openalex.org/W3011995057","https://openalex.org/W3013500184","https://openalex.org/W3023102341","https://openalex.org/W3033021874","https://openalex.org/W3037051439","https://openalex.org/W3038104762","https://openalex.org/W3108579079","https://openalex.org/W3124581711","https://openalex.org/W3137041917","https://openalex.org/W3137298777","https://openalex.org/W3168279661","https://openalex.org/W3176727796","https://openalex.org/W3181065011","https://openalex.org/W3209499093","https://openalex.org/W3210448484","https://openalex.org/W3210857146","https://openalex.org/W3210971248","https://openalex.org/W3211189031","https://openalex.org/W3213863127","https://openalex.org/W4205843045","https://openalex.org/W4206706039","https://openalex.org/W4210398126","https://openalex.org/W4221166945","https://openalex.org/W4226170797","https://openalex.org/W4226261736","https://openalex.org/W4285129552","https://openalex.org/W4285189951","https://openalex.org/W4285211583","https://openalex.org/W4285226140","https://openalex.org/W4293370508","https://openalex.org/W4294811438","https://openalex.org/W4306404986","https://openalex.org/W4312319981","https://openalex.org/W4312601533","https://openalex.org/W4320712861","https://openalex.org/W4322576964","https://openalex.org/W4367146885","https://openalex.org/W4381050525","https://openalex.org/W4386281092","https://openalex.org/W4389105015","https://openalex.org/W4390659224","https://openalex.org/W4390806957","https://openalex.org/W4399409956"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W3174690704","https://openalex.org/W2968424451","https://openalex.org/W4221092438","https://openalex.org/W2391924736","https://openalex.org/W3133779647"],"abstract_inverted_index":{"The":[0,79,130],"increasing":[1,175],"significance":[2],"of":[3,20,53,149],"unmanned":[4],"aerial":[5],"vehicles":[6],"(UAVs)":[7],"in":[8,164],"mobile":[9],"edge":[10],"computing":[11],"(MEC)":[12],"has":[13],"captured":[14],"considerable":[15],"attention.":[16],"Nevertheless,":[17],"the":[18,51,145,161],"effectiveness":[19,163],"UAVs-assisted":[21,54],"MEC":[22,55],"networks":[23],"is":[24],"hampered":[25],"by":[26],"challenges,":[27],"such":[28],"as":[29,72],"limited":[30],"communication":[31],"capacity":[32],"and":[33,63,103,105,140,151,171],"onboard":[34],"power.":[35],"To":[36],"tackle":[37],"these":[38],"issues,":[39],"this":[40,69],"study":[41,80],"develops":[42],"a":[43,67,73,83],"constrained":[44,75,84],"multiobjective":[45,76,85],"optimization":[46,77],"model":[47],"designed":[48],"to":[49,133],"enhance":[50],"performance":[52],"networks,":[56],"focusing":[57],"on":[58],"system":[59,136],"capacity,":[60,137,167],"energy":[61,138,169],"consumption,":[62,139],"task":[64,141,155],"latency.":[65],"As":[66],"result,":[68],"problem":[70],"manifests":[71],"complex":[74],"problem.":[78],"then":[81],"proposes":[82],"decomposition":[86],"evolutionary":[87],"algorithm":[88,94,176],"(CMODEA)":[89],"with":[90],"low-computational":[91],"complexity.":[92,177],"This":[93],"employs":[95],"an":[96,107,121],"adaptive":[97,122],"individual":[98],"comparison":[99],"strategy,":[100],"balancing":[101],"diversity":[102],"convergence,":[104],"integrates":[106],"optimally":[108],"guided":[109],"differential":[110],"evolution":[111],"strategy":[112],"for":[113],"efficiently":[114],"approximating":[115],"optimal":[116],"solutions.":[117],"Additionally,":[118],"it":[119],"incorporates":[120],"constraint":[123],"handling":[124],"method,":[125],"effectively":[126],"managing":[127],"existing":[128],"constraints.":[129],"CMODEA":[131],"aims":[132],"simultaneously":[134],"optimize":[135],"latency":[142,156],"while":[143],"meeting":[144],"computational":[146],"resource":[147],"requirements":[148],"UAVs":[150],"ensuring":[152],"acceptable":[153],"user":[154],"levels.":[157],"Simulation":[158],"results":[159],"demonstrate":[160],"algorithm\u2019s":[162],"significantly":[165],"enhancing":[166],"reducing":[168],"consumption":[170],"latency,":[172],"without":[173],"greatly":[174]},"counts_by_year":[{"year":2025,"cited_by_count":7}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2024-06-28T00:00:00"}
