{"id":"https://openalex.org/W4393956407","doi":"https://doi.org/10.1145/3603166.3632547","title":"Comparing Evolutionary Optimization Algorithms for the Fog Service Placement Problem","display_name":"Comparing Evolutionary Optimization Algorithms for the Fog Service Placement Problem","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393956407","doi":"https://doi.org/10.1145/3603166.3632547"},"language":"en","primary_location":{"id":"doi:10.1145/3603166.3632547","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3603166.3632547","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632547","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632547","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095559289","display_name":"Sergi Viv\u00f3","orcid":"https://orcid.org/0009-0004-3707-7594"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sergi Viv\u00f3","raw_affiliation_strings":["Computer Science Department, University of Balearic Islands, Palma de Mallorca, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0009-0004-3707-7594","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Balearic Islands, Palma de Mallorca, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062716370","display_name":"Isaac Lera","orcid":"https://orcid.org/0000-0002-2826-5970"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Isaac Lera","raw_affiliation_strings":["Computer Science Department, University of the Balearic Islands, Palma de Mallorca, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2826-5970","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of the Balearic Islands, Palma de Mallorca, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034786387","display_name":"Carlos Guerrero","orcid":"https://orcid.org/0000-0003-2969-0597"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Guerrero","raw_affiliation_strings":["Computer Science Department, University of the Balearic Islands, Palma de Mallorca, Illes Balears, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2969-0597","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of the Balearic Islands, Palma de Mallorca, Illes Balears, Spain","institution_ids":["https://openalex.org/I50441567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5095559289"],"corresponding_institution_ids":["https://openalex.org/I50441567"],"apc_list":null,"apc_paid":null,"fwci":0.4524,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63436377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12546","display_name":"Smart Parking Systems Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9919000267982483,"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/computer-science","display_name":"Computer science","score":0.6549218893051147},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5362289547920227},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.44697320461273193},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.43232691287994385},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4129633605480194},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34452465176582336},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3354545831680298},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32043927907943726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19246700406074524},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15116196870803833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549218893051147},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5362289547920227},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.44697320461273193},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.43232691287994385},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4129633605480194},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34452465176582336},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3354545831680298},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32043927907943726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19246700406074524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15116196870803833},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3603166.3632547","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3603166.3632547","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632547","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3603166.3632547","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3603166.3632547","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3603166.3632547","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393956407.pdf","grobid_xml":"https://content.openalex.org/works/W4393956407.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1967573487","https://openalex.org/W2022485595","https://openalex.org/W2024008934","https://openalex.org/W2038420231","https://openalex.org/W2040734884","https://openalex.org/W2116661285","https://openalex.org/W2141676598","https://openalex.org/W2153386665","https://openalex.org/W2156728410","https://openalex.org/W2167159964","https://openalex.org/W2343601797","https://openalex.org/W2417793772","https://openalex.org/W2910037078","https://openalex.org/W2962947982","https://openalex.org/W2974697812","https://openalex.org/W3009251898","https://openalex.org/W3021613070","https://openalex.org/W3042197967","https://openalex.org/W3094704314","https://openalex.org/W3104206161","https://openalex.org/W4280530100"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"compare":[4],"the":[5,14,34,38,47,53,60,67,72,75,85,100],"performance":[6],"of":[7,16,27,36,40,74,92],"six":[8],"popular":[9],"evolutionary":[10],"algorithms":[11,61,93],"to":[12,19,43,66],"address":[13],"problem":[15],"allocating":[17],"applications":[18,44,51],"devices":[20,41],"in":[21],"a":[22],"fog":[23],"infrastructure.":[24],"The":[25,80],"optimization":[26],"application":[28],"placement":[29],"is":[30],"carried":[31],"out":[32],"with":[33],"objectives":[35],"minimizing":[37],"number":[39],"assigned":[42],"and":[45,52,71],"reducing":[46],"network":[48],"distance":[49],"between":[50],"users":[54],"who":[55],"request":[56],"them.":[57],"We":[58],"evaluate":[59],"based":[62],"on":[63],"their":[64],"proximity":[65],"true":[68,101],"Pareto":[69,95,102],"front":[70],"diversity":[73],"solution":[76],"space":[77],"they":[78],"provide.":[79],"experimental":[81],"phase":[82],"demonstrates":[83],"that":[84,97],"non-dominated":[86],"sorting":[87],"genetic":[88],"algorithm":[89],"family":[90],"(NSGA)":[91],"achieves":[94],"fronts":[96],"closely":[98],"approach":[99],"front,":[103],"as":[104],"determined":[105],"by":[106],"ILP":[107],"optimization.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
