{"id":"https://openalex.org/W2769712638","doi":"https://doi.org/10.1109/iccp.2017.8117058","title":"Proactive day-ahead data center operation scheduling for energy efficiency: Solving a MIOCP using a multi-gene genetic algorithm","display_name":"Proactive day-ahead data center operation scheduling for energy efficiency: Solving a MIOCP using a multi-gene genetic algorithm","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2769712638","doi":"https://doi.org/10.1109/iccp.2017.8117058","mag":"2769712638"},"language":"en","primary_location":{"id":"doi:10.1109/iccp.2017.8117058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp.2017.8117058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043139072","display_name":"Marcel Antal","orcid":"https://orcid.org/0000-0002-2998-4176"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marcel Antal","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111513237","display_name":"Claudia Pop","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Claudia Pop","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065947536","display_name":"Tudor Cioara","orcid":"https://orcid.org/0000-0003-1177-5795"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Tudor Cioara","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019681375","display_name":"Ionu\u021b Anghel","orcid":"https://orcid.org/0000-0001-6166-5266"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ionut Anghel","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025922851","display_name":"Ionut Tamas","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ionut Tamas","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","Universitatea Tehnica din Cluj-Napoca, Cluj-Napoca, RO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Universitatea Tehnica din Cluj-Napoca, Cluj-Napoca, RO","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052747708","display_name":"Ioan Salomie","orcid":"https://orcid.org/0000-0002-7437-8300"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioan Salomie","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":null,"first_page":"527","last_page":"534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.967199981212616,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9617000222206116,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.9189613461494446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6992889046669006},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6777641773223877},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6512316465377808},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5877062678337097},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5788869261741638},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.4489428997039795},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4311404228210449},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.41273748874664307},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35631826519966125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14498358964920044}],"concepts":[{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.9189613461494446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6992889046669006},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6777641773223877},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6512316465377808},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5877062678337097},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5788869261741638},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.4489428997039795},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4311404228210449},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.41273748874664307},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35631826519966125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14498358964920044},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccp.2017.8117058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp.2017.8117058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"},{"id":"mag:3173741340","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=201902289701053385","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1543798643","https://openalex.org/W1595498733","https://openalex.org/W1749322590","https://openalex.org/W2010659620","https://openalex.org/W2021003079","https://openalex.org/W2022066187","https://openalex.org/W2024060531","https://openalex.org/W2025735514","https://openalex.org/W2040734884","https://openalex.org/W2052763589","https://openalex.org/W2078938191","https://openalex.org/W2079135578","https://openalex.org/W2084228106","https://openalex.org/W2109169458","https://openalex.org/W2116364029","https://openalex.org/W2133304166","https://openalex.org/W2271533163","https://openalex.org/W2461490232","https://openalex.org/W2500255348","https://openalex.org/W2620201215","https://openalex.org/W3023540311","https://openalex.org/W4238484605","https://openalex.org/W4249532171","https://openalex.org/W6718482870","https://openalex.org/W7043680386"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2186864281","https://openalex.org/W4255427455","https://openalex.org/W2112121444","https://openalex.org/W2509452605","https://openalex.org/W3112689649","https://openalex.org/W2148608945","https://openalex.org/W1966025497","https://openalex.org/W2101020326"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,19,25,46,56,61,90,101,123,131,140,148,158],"problem":[4,52],"of":[5,55,78,139,145],"Data":[6,141],"Centers":[7],"(DC)":[8],"energy":[9],"efficiency":[10],"by":[11,53],"proposing":[12],"a":[13,35,75,97,107],"proactive":[14,29,83],"optimization":[15,30,85],"technique":[16,31,86],"to":[17,23,42,115,129],"schedule":[18],"day-ahead":[20,143],"DC":[21,84],"operation":[22,144],"minimize":[24],"operational":[26],"cost.":[27],"The":[28,82],"is":[32,80,87,104],"formalized":[33],"as":[34],"Mixed":[36],"Integer":[37],"Optimal":[38],"Control":[39],"Problem,":[40],"known":[41],"be":[43],"NP-hard.":[44],"Because":[45],"time":[47],"needed":[48],"for":[49],"solving":[50],"this":[51],"some":[54],"gradient-based":[57],"solvers":[58],"depends":[59],"on":[60,157],"input":[62],"data,":[63],"an":[64,71,117,135],"evolutionary":[65],"algorithm":[66],"based":[67,150],"solver":[68,94,125,151],"that":[69],"computes":[70],"approximate":[72,118],"solution":[73,103,119],"in":[74,120],"constant":[76],"number":[77],"steps":[79],"proposed.":[81],"implemented":[88],"using":[89,96],"Lindo":[91,111],"Lingo":[92,124,149],"mathematical":[93,109],"and":[95,133],"genetic":[98],"algorithm.":[99],"Finally,":[100],"proposed":[102],"compared":[105],"against":[106],"professional":[108],"solver,":[110],"Lingo,":[112],"being":[113],"able":[114],"compute":[116],"cases":[121],"where":[122],"takes":[126],"too":[127],"long":[128],"determine":[130],"solution,":[132],"showing":[134],"overall":[136],"cost":[137,155],"improvement":[138],"Center":[142],"5%,":[146],"while":[147],"achieves":[152],"only":[153],"3.3%":[154],"savings":[156],"evaluated":[159],"scenarios.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}