{"id":"https://openalex.org/W4401415592","doi":"https://doi.org/10.1109/cec60901.2024.10611938","title":"Tailoring Metaheuristics for Designing Thermodynamic-Optimal Cooling Devices for Microelectronic Thermal Management Applications","display_name":"Tailoring Metaheuristics for Designing Thermodynamic-Optimal Cooling Devices for Microelectronic Thermal Management Applications","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401415592","doi":"https://doi.org/10.1109/cec60901.2024.10611938"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10611938","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5106356639","display_name":"Guillermo P\u00e9rez-Espinosa","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Guillermo P\u00e9rez-Espinosa","raw_affiliation_strings":["School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086193689","display_name":"Jorge M. Cruz\u2010Duarte","orcid":"https://orcid.org/0000-0003-4494-7864"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge M. Cruz-Duarte","raw_affiliation_strings":["School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040026225","display_name":"Iv\u00e1n Amaya","orcid":"https://orcid.org/0000-0002-8821-7137"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ivan Amaya","raw_affiliation_strings":["School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027131130","display_name":"Jos\u00e9 Carlos Ort\u00edz-Bayliss","orcid":"https://orcid.org/0000-0003-3408-2166"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 C. Ortiz-Bayliss","raw_affiliation_strings":["School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049386377","display_name":"Hugo Terashima\u2010Mar\u00edn","orcid":"https://orcid.org/0000-0002-5320-0773"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Terashima-Marin","raw_affiliation_strings":["School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Science,Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060039893","display_name":"Nelishia Pillay","orcid":"https://orcid.org/0000-0003-3902-5582"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Nelishia Pillay","raw_affiliation_strings":["University of Pretoria,Department of Computer Sciences,Pretoria,South Africa"],"affiliations":[{"raw_affiliation_string":"University of Pretoria,Department of Computer Sciences,Pretoria,South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5106356639"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12219588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11520","display_name":"Advanced Thermodynamics and Statistical Mechanics","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9890000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microelectronics","display_name":"Microelectronics","score":0.8488055467605591},{"id":"https://openalex.org/keywords/thermal-management-of-electronic-devices-and-systems","display_name":"Thermal management of electronic devices and systems","score":0.6470643877983093},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.5095363259315491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45912349224090576},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.43662697076797485},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.24215874075889587},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2285057008266449},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.20081377029418945},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.18667659163475037},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08602878451347351}],"concepts":[{"id":"https://openalex.org/C187937830","wikidata":"https://www.wikidata.org/wiki/Q175403","display_name":"Microelectronics","level":2,"score":0.8488055467605591},{"id":"https://openalex.org/C114834414","wikidata":"https://www.wikidata.org/wiki/Q15477170","display_name":"Thermal management of electronic devices and systems","level":2,"score":0.6470643877983093},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.5095363259315491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45912349224090576},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.43662697076797485},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.24215874075889587},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2285057008266449},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.20081377029418945},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.18667659163475037},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08602878451347351}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10611938","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2012055589","https://openalex.org/W2058020634","https://openalex.org/W2066448850","https://openalex.org/W2146532791","https://openalex.org/W2156773695","https://openalex.org/W2341822376","https://openalex.org/W2766645376","https://openalex.org/W2783478375","https://openalex.org/W2783827472","https://openalex.org/W2891971415","https://openalex.org/W2894900521","https://openalex.org/W2902559752","https://openalex.org/W2943857514","https://openalex.org/W2967783393","https://openalex.org/W2970073801","https://openalex.org/W3015862467","https://openalex.org/W3043139646","https://openalex.org/W3095021497","https://openalex.org/W3106379984","https://openalex.org/W3107661864","https://openalex.org/W3119460829","https://openalex.org/W3138491755","https://openalex.org/W3168839731","https://openalex.org/W3174286198","https://openalex.org/W3175278125","https://openalex.org/W3190958407","https://openalex.org/W3214295554","https://openalex.org/W4213143146"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1981400123","https://openalex.org/W3016525403","https://openalex.org/W1520169471","https://openalex.org/W132864351","https://openalex.org/W2790445635","https://openalex.org/W2130095517","https://openalex.org/W2086636458","https://openalex.org/W4390188998"],"abstract_inverted_index":{"Heat":[0],"sinks":[1],"are":[2,100],"a":[3,85,90,169],"prevalent":[4],"and":[5,39,109],"direct":[6],"solution":[7],"for":[8,95,156,168],"addressing":[9],"the":[10,76,96,104,111,129,133,164],"Microelectronic":[11],"Thermal":[12],"Management":[13],"Problem":[14],"(MTMP),":[15],"which":[16,148],"is":[17,146],"critical":[18],"in":[19,52,138,176],"today's":[20],"electronic":[21],"industry.":[22],"Specifi-cally,":[23],"an":[24,79],"optimally":[25],"designed":[26],"thermodynamic":[27],"heat":[28,105],"sink":[29,106],"ensures":[30],"that":[31,128],"microelectronics":[32],"operate":[33],"reliably":[34],"without":[35,172],"compromising":[36],"their":[37,60],"lifespan":[38],"performance,":[40],"thereby":[41],"indirectly":[42],"safeguarding":[43],"user":[44],"safety.":[45],"Although":[46],"Metaheuristics":[47],"(MHs)":[48],"have":[49],"proven":[50],"effective":[51],"tackling":[53],"this":[54,122],"complex":[55],"design":[56,107],"challenge":[57],"due":[58],"to":[59,88,152,162],"robust":[61],"characteristics,":[62],"no":[63],"single":[64],"MH":[65,93,113,144],"consistently":[66],"delivers":[67],"superior":[68],"per-formance":[69],"across":[70],"all":[71],"scenarios.":[72,140],"The":[73,119],"study":[74],"explores":[75],"feasibility":[77],"of":[78,121,135,143],"Automated":[80],"Metaheuristic":[81],"Design":[82],"strategy,":[83],"employing":[84],"hyper-heuristic":[86],"search":[87],"develop":[89],"population-based,":[91],"metaphor-free":[92],"specifically":[94,155],"MTMP.":[97],"Various":[98],"scenarios":[99],"assessed":[101],"by":[102],"varying":[103],"specifications":[108],"benchmarking":[110],"custom":[112],"designs":[114],"against":[115],"several":[116],"state-of-the-art":[117],"MHs.":[118],"findings":[120],"preliminary":[123],"work":[124],"provide":[125],"statistical":[126],"evidence":[127],"tailored":[130],"MHs":[131,137,154],"surpass":[132],"performance":[134],"established":[136],"these":[139],"A":[141],"toolkit":[142],"components":[145],"assembled,":[147],"can":[149],"be":[150],"customized":[151],"construct":[153],"MTMPs.":[157],"This":[158],"approach":[159],"enables":[160],"practitioners":[161],"select":[163],"most":[165],"suitable":[166],"solver":[167],"particular":[170],"problem":[171],"needing":[173],"extensive":[174],"expertise":[175],"heuristic-based":[177],"optimization.":[178]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}