{"id":"https://openalex.org/W1977884098","doi":"https://doi.org/10.1109/cec.2013.6557674","title":"Clonal selection algorithms for task scheduling in a flexible manufacturing cell with supervisory control","display_name":"Clonal selection algorithms for task scheduling in a flexible manufacturing cell with supervisory control","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1977884098","doi":"https://doi.org/10.1109/cec.2013.6557674","mag":"1977884098"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","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/A5030148262","display_name":"Ana Cristina Borges\u2010Oliveira","orcid":"https://orcid.org/0000-0003-3364-4024"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana C. Oliveira","raw_affiliation_strings":["Department Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Dept. Electron. Eng., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. Electron. Eng., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102980031","display_name":"Tatiana A. Costa","orcid":"https://orcid.org/0000-0002-9368-3482"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["BR","JO"],"is_corresponding":false,"raw_author_name":"Tatiana A. Costa","raw_affiliation_strings":["Department Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Dept. Exact & Appl. Sci., Univ. Fed. de Ouro Preto, Joao Monlevade, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. Exact & Appl. Sci., Univ. Fed. de Ouro Preto, Joao Monlevade, Brazil","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028968326","display_name":"Patr\u00edcia N. Pena","orcid":"https://orcid.org/0000-0002-7595-7814"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Patricia N. Pena","raw_affiliation_strings":["Department Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Dept. Electron. Eng., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Electronics Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. Electron. Eng., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084933585","display_name":"Ricardo H. C. Takahashi","orcid":"https://orcid.org/0000-0003-0814-6314"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo H. C. Takahashi","raw_affiliation_strings":["Department Mathematics, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Dept. Math., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Mathematics, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. Math., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0630383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"44","issue":null,"first_page":"982","last_page":"988"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9993000030517578,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9987999796867371,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9983999729156494,"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/clonal-selection-algorithm","display_name":"Clonal selection algorithm","score":0.7217627167701721},{"id":"https://openalex.org/keywords/supervisory-control","display_name":"Supervisory control","score":0.6562507152557373},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6364040374755859},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6225612759590149},{"id":"https://openalex.org/keywords/clonal-selection","display_name":"Clonal selection","score":0.6175921559333801},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5202592611312866},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5201895236968994},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5153205394744873},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4694399833679199},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.46204233169555664},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42787501215934753},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4196927845478058},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.4192996025085449},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41649624705314636},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.23927679657936096},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19583305716514587},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17612126469612122},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17218080163002014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16487225890159607},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.11743366718292236}],"concepts":[{"id":"https://openalex.org/C2778138027","wikidata":"https://www.wikidata.org/wiki/Q5134949","display_name":"Clonal selection algorithm","level":3,"score":0.7217627167701721},{"id":"https://openalex.org/C92991967","wikidata":"https://www.wikidata.org/wiki/Q7644329","display_name":"Supervisory control","level":3,"score":0.6562507152557373},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6364040374755859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6225612759590149},{"id":"https://openalex.org/C2776954793","wikidata":"https://www.wikidata.org/wiki/Q1150780","display_name":"Clonal selection","level":2,"score":0.6175921559333801},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5202592611312866},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5201895236968994},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5153205394744873},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4694399833679199},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.46204233169555664},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42787501215934753},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4196927845478058},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.4192996025085449},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41649624705314636},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.23927679657936096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19583305716514587},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17612126469612122},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17218080163002014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16487225890159607},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.11743366718292236},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1492433263","https://openalex.org/W1554301460","https://openalex.org/W1587663028","https://openalex.org/W2007347868","https://openalex.org/W2007737936","https://openalex.org/W2016380948","https://openalex.org/W2017708378","https://openalex.org/W2043932195","https://openalex.org/W2050023011","https://openalex.org/W2059057465","https://openalex.org/W2061587202","https://openalex.org/W2098906570","https://openalex.org/W2128572736","https://openalex.org/W2160380290","https://openalex.org/W2164934768","https://openalex.org/W2341171179","https://openalex.org/W2509841691","https://openalex.org/W3004796262"],"related_works":["https://openalex.org/W2374810494","https://openalex.org/W2389668408","https://openalex.org/W2116506047","https://openalex.org/W1524585208","https://openalex.org/W2162417883","https://openalex.org/W2363851642","https://openalex.org/W106435618","https://openalex.org/W1989876979","https://openalex.org/W1977325817","https://openalex.org/W2371503120"],"abstract_inverted_index":{"A":[0,140],"new":[1],"approach":[2],"for":[3,50,76,182],"the":[4,27,39,42,48,51,67,72,77,83,94,103,121,129,144,156,169],"problem":[5,73],"of":[6,22,30,59,61,69,106,143],"optimal":[7,52],"task":[8],"scheduling":[9],"in":[10,16,120,126,178],"a":[11,20,23,97],"manufacturing":[12],"cell":[13],"is":[14,91],"proposed":[15,162],"this":[17],"work,":[18],"as":[19],"combination":[21],"clonal":[24,43],"algorithm":[25,45],"with":[26,155],"supervisory":[28,64],"control":[29,65,131],"discrete-event":[31],"dynamical":[32],"systems.":[33],"Two":[34],"methodologies":[35,115],"are":[36,174],"proposed.":[37],"In":[38],"first":[40],"one,":[41],"selection":[44],"(CSA)":[46],"performs":[47],"search":[49,78,99],"solution,":[53],"using":[54],"randomized":[55],"searches":[56],"over":[57],"permutations":[58],"sequences":[60],"operations.":[62],"The":[63,88,109,161],"has":[66],"role":[68],"encoding":[70],"all":[71],"constraints,":[74],"allowing":[75],"to":[79,101,128,168],"be":[80,151],"conducted":[81],"on":[82,134],"feasible":[84],"solution":[85],"set":[86],"only.":[87],"second":[89],"methodology":[90,148,163],"similar,":[92],"but":[93],"CSA":[95,145],"uses":[96],"local":[98],"2-opt":[100,147],"improve":[102],"best":[104],"individual":[105],"each":[107],"generation.":[108],"preliminary":[110],"results":[111],"show":[112],"that":[113],"both":[114],"can":[116,149],"obtain":[117],"significant":[118],"gains":[119],"total":[122],"plant":[123],"operation":[124],"time":[125],"relation":[127],"greedy":[130],"policy":[132],"employed":[133],"an":[135],"example":[136],"system":[137],"considered":[138],"here.":[139],"better":[141],"performance":[142],"+":[146],"also":[150],"observed,":[152],"when":[153],"compared":[154],"Clonal":[157],"Selection":[158],"Algorithm":[159],"alone.":[160],"provides":[164],"robustness":[165],"and":[166],"flexibility":[167],"solutions":[170,181],"-":[171],"these":[172],"features":[173],"not":[175],"usually":[176],"present":[177],"most":[179],"optimization-based":[180],"those":[183],"problems.":[184]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}