{"id":"https://openalex.org/W4404370937","doi":"https://doi.org/10.1109/jiot.2024.3498445","title":"Heat-Pipe-Constrained IoT Device Layout via Multiobjective Differential Evolution","display_name":"Heat-Pipe-Constrained IoT Device Layout via Multiobjective Differential Evolution","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404370937","doi":"https://doi.org/10.1109/jiot.2024.3498445"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3498445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3498445","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/A5084692233","display_name":"Jing\u2013Yu Ji","orcid":"https://orcid.org/0000-0003-0148-8469"},"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":"Jing-Yu Ji","raw_affiliation_strings":["College of Management, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0148-8469","affiliations":[{"raw_affiliation_string":"College of Management, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059768795","display_name":"Zusheng Tan","orcid":"https://orcid.org/0009-0003-0720-8576"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zusheng Tan","raw_affiliation_strings":["School of Data Science, Lingnan University, Tuen Mun, Hong Kong","School of Data Science, Lingnan University, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0009-0003-0720-8576","affiliations":[{"raw_affiliation_string":"School of Data Science, Lingnan University, Tuen Mun, Hong Kong","institution_ids":[]},{"raw_affiliation_string":"School of Data Science, Lingnan University, Hong Kong, Hong Kong","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002024488","display_name":"Man\u2013Leung Wong","orcid":"https://orcid.org/0000-0002-4364-6747"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Man-Leung Wong","raw_affiliation_strings":["School of Data Science, Lingnan University, Tuen Mun, Hong Kong","School of Data Science, Lingnan University, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Data Science, Lingnan University, Tuen Mun, Hong Kong","institution_ids":[]},{"raw_affiliation_string":"School of Data Science, Lingnan University, Hong Kong, Hong Kong","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-4148-4294"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Hanyang University, Ansan, South Korea","Hanyang University, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4148-4294","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Hanyang University, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Hanyang University, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.297,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89738313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"7","first_page":"8261","last_page":"8275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.8648999929428101,"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":0.8648999929428101,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.7943999767303467,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.7856000065803528,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7379080057144165},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.610014796257019},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5124326348304749},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4705120921134949},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.43727782368659973},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41865813732147217},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3264247179031372},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2465420365333557},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1981564462184906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10582953691482544},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10387682914733887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379080057144165},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.610014796257019},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5124326348304749},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4705120921134949},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.43727782368659973},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41865813732147217},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3264247179031372},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2465420365333557},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1981564462184906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10582953691482544},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10387682914733887},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3498445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3498445","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":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1566666033","https://openalex.org/W2022637272","https://openalex.org/W2042594698","https://openalex.org/W2048810930","https://openalex.org/W2087812386","https://openalex.org/W2096166399","https://openalex.org/W2126105956","https://openalex.org/W2128010900","https://openalex.org/W2131613989","https://openalex.org/W2152195021","https://openalex.org/W2310612427","https://openalex.org/W2345178486","https://openalex.org/W2511789913","https://openalex.org/W2556694355","https://openalex.org/W2821975429","https://openalex.org/W2884225201","https://openalex.org/W2897571646","https://openalex.org/W2901655569","https://openalex.org/W2939839865","https://openalex.org/W2973093569","https://openalex.org/W2982557718","https://openalex.org/W2989648768","https://openalex.org/W3000194269","https://openalex.org/W3004015530","https://openalex.org/W3015290284","https://openalex.org/W3021573253","https://openalex.org/W3046319801","https://openalex.org/W3046470293","https://openalex.org/W3083112738","https://openalex.org/W3083250282","https://openalex.org/W3083281883","https://openalex.org/W3112127374","https://openalex.org/W3125420349","https://openalex.org/W3144168806","https://openalex.org/W3148028933","https://openalex.org/W3152617927","https://openalex.org/W3161496740","https://openalex.org/W4223432987","https://openalex.org/W4285244731","https://openalex.org/W4286515866","https://openalex.org/W4294691641","https://openalex.org/W4297179931","https://openalex.org/W4312461518","https://openalex.org/W4312688523","https://openalex.org/W4313027551","https://openalex.org/W4316659818","https://openalex.org/W4322706894","https://openalex.org/W4324119739","https://openalex.org/W4361803556","https://openalex.org/W4361804207","https://openalex.org/W4366310722","https://openalex.org/W4367186041","https://openalex.org/W4380785276","https://openalex.org/W4380881520","https://openalex.org/W4385834605","https://openalex.org/W4386736485","https://openalex.org/W4387042413","https://openalex.org/W4388430422","https://openalex.org/W4390582785","https://openalex.org/W4391929667","https://openalex.org/W4401416514","https://openalex.org/W4402569283","https://openalex.org/W6774959626","https://openalex.org/W6796541018"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W1494807122","https://openalex.org/W2000314544"],"abstract_inverted_index":{"Solving":[0],"large-scale,":[1],"constrained,":[2],"and":[3,32,44,72,83,110,136,156,181,207],"nonlinear":[4],"optimization":[5,179],"problems":[6,152],"is":[7,25,78,96],"crucial":[8],"for":[9,29,86,223,239],"the":[10,60,64,73,87,107,123,128],"Internet":[11],"of":[12,20,89,131,169,243],"Things":[13],"(IoT)":[14],"due":[15],"to":[16,79,105,126,164,198,228,233],"its":[17,138],"wide":[18,241],"range":[19,242],"real-life":[21],"applications.":[22],"However,":[23],"there":[24],"no":[26],"unified":[27],"approach":[28],"handling":[30],"constraints":[31,71,166],"optimizing":[33,189],"objective":[34,74,124],"functions.":[35],"This":[36],"article":[37],"proposes":[38],"a":[39,194,240],"tri-objective":[40],"general":[41],"framework":[42],"(TriGF)":[43],"an":[45,97],"efficient":[46],"differential":[47],"evolution":[48],"(DE)":[49],"method":[50],"enhanced":[51],"with":[52,153,231],"adaptive":[53,98],"gradient-based":[54],"mutation":[55],"(AGM),":[56],"termed":[57],"AGM-DE.":[58],"Within":[59],"TriGF,":[61],"AGM-DE":[62],"explores":[63],"entire":[65],"feasible":[66],"region":[67],"by":[68],"considering":[69],"both":[70],"function.":[75],"The":[76,158],"goal":[77],"achieve":[80],"global":[81],"optimality":[82],"fast":[84],"convergence":[85],"self-assembly":[88,192],"satellite":[90,195],"IoT":[91,190,224,246],"devices":[92],"under":[93],"constraints.":[94,157,201],"AGM":[95,116],"refinement":[99],"technique":[100],"that":[101],"uses":[102],"gradient":[103,120,134],"information":[104,121],"reduce":[106,137],"search":[108,209],"space":[109],"speed":[111],"up":[112],"optimization.":[113],"In":[114],"our":[115],"approach,":[117],"we":[118,145],"incorporate":[119],"from":[122],"function":[125],"mitigate":[127],"negative":[129],"effects":[130],"classic":[132],"constraint-based":[133],"descent":[135],"inherent":[139],"greediness.":[140],"To":[141],"validate":[142],"AGM-DE\u2019s":[143,161,186,205,237],"effectiveness,":[144],"conducted":[146],"extensive":[147],"simulations":[148],"on":[149],"57":[150,171],"benchmark":[151],"diverse":[154],"dimensions":[155],"results":[159],"demonstrate":[160],"exceptional":[162],"ability":[163],"manage":[165],"in":[167,178,188,211],"56":[168],"these":[170,216],"test":[172],"functions,":[173],"outperforming":[174],"five":[175],"leading":[176],"methods":[177],"efficacy":[180],"consistency.":[182],"We":[183],"also":[184],"assessed":[185],"application":[187],"device":[191],"within":[193],"layout,":[196],"subject":[197],"heat":[199],"pipe":[200],"Comparative":[202],"analyses":[203],"highlight":[204],"robustness":[206],"superior":[208],"capabilities":[210],"deriving":[212],"layout":[213],"schemes.":[214],"Remarkably,":[215],"schemes":[217],"outperform":[218],"existing":[219],"best":[220],"known":[221],"solutions":[222],"configurations":[225],"involving":[226],"40":[227],"90":[229],"nodes":[230],"80":[232],"180":[234],"variables,":[235],"confirming":[236],"suitability":[238],"large-scale":[244],"constrained":[245],"challenges.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
