{"id":"https://openalex.org/W4399527017","doi":"https://doi.org/10.1109/jiot.2024.3412777","title":"Self-Adaptive Evolutionary Multitasking Algorithm for Mobile Edge Computing in Internet of Things","display_name":"Self-Adaptive Evolutionary Multitasking Algorithm for Mobile Edge Computing in Internet of Things","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399527017","doi":"https://doi.org/10.1109/jiot.2024.3412777"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3412777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3412777","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/A5100634302","display_name":"Guoqiang Chen","orcid":"https://orcid.org/0000-0003-4991-3153"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqiang Chen","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University, Kaifeng, Henan, China"],"raw_orcid":"https://orcid.org/0000-0003-4991-3153","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090124189","display_name":"Lu Li","orcid":"https://orcid.org/0009-0000-2298-2015"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Li","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0000-2298-2015","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058808098","display_name":"Zhengyi Chai","orcid":"https://orcid.org/0000-0003-2763-1286"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyi Chai","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2763-1286","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3577,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80149705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"11","issue":"18","first_page":"30323","last_page":"30340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.5027999877929688,"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/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.5027999877929688,"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/computer-science","display_name":"Computer science","score":0.8390324115753174},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.8293245434761047},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.580491840839386},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5197150707244873},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49350035190582275},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.49267250299453735},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45118528604507446},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4121696650981903},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3681503236293793},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3658860921859741},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.31699270009994507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21716758608818054},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1410343050956726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8390324115753174},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.8293245434761047},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.580491840839386},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5197150707244873},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49350035190582275},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.49267250299453735},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45118528604507446},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4121696650981903},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3681503236293793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3658860921859741},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.31699270009994507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21716758608818054},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1410343050956726},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3412777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3412777","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/G7940173398","display_name":null,"funder_award_id":"62172298","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8163892778","display_name":"\u9762\u5411\u8ba4\u77e5\u7269\u8054\u7f51\u7684\u9891\u8c31\u5927\u6570\u636e\u5904\u7406\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61972456","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2020279330","https://openalex.org/W2410677328","https://openalex.org/W2413527939","https://openalex.org/W2800305275","https://openalex.org/W2809555178","https://openalex.org/W2889735101","https://openalex.org/W2897807975","https://openalex.org/W2910166370","https://openalex.org/W2975241278","https://openalex.org/W2998409228","https://openalex.org/W3011182939","https://openalex.org/W3019361465","https://openalex.org/W3022447393","https://openalex.org/W3027234883","https://openalex.org/W3034730089","https://openalex.org/W3040910911","https://openalex.org/W3045700318","https://openalex.org/W3048592926","https://openalex.org/W3049282540","https://openalex.org/W3081088023","https://openalex.org/W3091807078","https://openalex.org/W3099682092","https://openalex.org/W3101855696","https://openalex.org/W3101960203","https://openalex.org/W3109858579","https://openalex.org/W3114259420","https://openalex.org/W3118418149","https://openalex.org/W3119035836","https://openalex.org/W3119095582","https://openalex.org/W3123098613","https://openalex.org/W3133592136","https://openalex.org/W3145266955","https://openalex.org/W3157421340","https://openalex.org/W3174155297","https://openalex.org/W3176861488","https://openalex.org/W3183364302","https://openalex.org/W3186153394","https://openalex.org/W3192851914","https://openalex.org/W3202838049","https://openalex.org/W3203702773","https://openalex.org/W4205190944","https://openalex.org/W4206289801","https://openalex.org/W4206434995","https://openalex.org/W4206520343","https://openalex.org/W4224227207","https://openalex.org/W4285217751","https://openalex.org/W4313048468","https://openalex.org/W4313461204","https://openalex.org/W4376112865","https://openalex.org/W4379793453","https://openalex.org/W4381136739"],"related_works":["https://openalex.org/W3154796165","https://openalex.org/W4361251304","https://openalex.org/W2902693277","https://openalex.org/W4378977105","https://openalex.org/W3139051647","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W2968424451","https://openalex.org/W4221092438"],"abstract_inverted_index":{"With":[0],"the":[1,48,69,86,92,103,125,134,152,156,191,216,220],"advancement":[2],"of":[3,5,50,89,94,127,136,193,201],"Internet":[4],"Things":[6],"(IoT)":[7],"technology,":[8],"IoT":[9,63,213],"smart":[10],"devices":[11],"(ISDs)":[12],"are":[13],"often":[14],"frequently":[15],"constrained":[16],"by":[17,38,145,186],"their":[18],"battery":[19],"capability":[20,33],"and":[21,41,81,91,123,190,215],"computing":[22,27,32,51],"ability.":[23],"In":[24,159],"mobile":[25],"edge":[26,45],"(MEC)":[28],"scenarios,":[29],"ISDs":[30,90,137],"increases":[31],"while":[34],"reducing":[35],"energy":[36,82],"consumption":[37],"offloading":[39,52],"computation-intensive":[40],"latency-critical":[42],"processes":[43],"to":[44,55,101,151,173,211],"servers.":[46],"But":[47],"process":[49],"(CO)":[53],"leads":[54],"extra":[56],"transmission":[57],"time,":[58],"which":[59],"is":[60,196],"unacceptable":[61],"for":[62,155],"applications.":[64],"Most":[65],"current":[66],"studies":[67],"regard":[68],"CO":[70,135,142],"as":[71,112,138],"a":[72,113,139,164,179],"multiobjective":[73,141],"optimization":[74,110],"(MOO)":[75],"problem":[76,143],"involving":[77],"application":[78],"completion":[79],"time":[80],"consumption.":[83],"However,":[84],"with":[85],"increasing":[87],"number":[88],"complexity":[93],"ISDs-based":[95],"applications,":[96],"it":[97],"becomes":[98],"extremely":[99],"challenging":[100],"acquire":[102],"best":[104],"solution":[105,126],"through":[106],"MOO.":[107],"Evolutionary":[108],"multitasking":[109,140,165],"(EMTO),":[111],"novel":[114],"search":[115],"paradigm":[116],"in":[117,206],"evolutionary":[118],"computation,":[119],"utilizes":[120],"intertask":[121],"correlation":[122],"facilitates":[124],"multiple":[128],"tasks":[129,195],"simultaneously.":[130],"Therefore,":[131],"we":[132,161],"model":[133],"(MMCOP)":[144],"constructing":[146],"an":[147],"auxiliary":[148,194],"task":[149,154,177],"similar":[150],"target":[153],"first":[157],"time.":[158],"addition,":[160],"put":[162],"forward":[163],"MOO":[166],"algorithm":[167],"based":[168],"on":[169],"reinforcement":[170,187],"learning":[171,188],"(RLMTO-CO)":[172],"solve":[174],"MMCOP.":[175],"Each":[176],"has":[178,203],"knowledge":[180],"transfer":[181],"probability":[182],"value":[183],"adaptively":[184],"adjusted":[185],"(RL),":[189],"generation":[192],"updated":[197],"adaptively.":[198],"The":[199],"performance":[200],"RLMTO-CO":[202],"been":[204],"validated":[205],"different":[207],"test":[208],"cases":[209],"close":[210],"true":[212],"environments,":[214],"experimental":[217],"results":[218],"show":[219],"superior":[221],"competitiveness.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}