{"id":"https://openalex.org/W2051901841","doi":"https://doi.org/10.1080/713804985","title":"Multiple-objective optimization of machine cell layout using genetic algorithms","display_name":"Multiple-objective optimization of machine cell layout using genetic algorithms","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2051901841","doi":"https://doi.org/10.1080/713804985","mag":"2051901841"},"language":"en","primary_location":{"id":"doi:10.1080/713804985","is_oa":false,"landing_page_url":"https://doi.org/10.1080/713804985","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5108795536","display_name":"Li Pheng Khoo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"L. P. Khoo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075216166","display_name":"S. G. Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. G. Lee","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5072271234","display_name":"X. F. Yin","orcid":"https://orcid.org/0000-0002-4015-339X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"X. F. Yin","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108795536"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5325,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83845377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":"2","first_page":"140","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":1.0,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9930999875068665,"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/T11006","display_name":"BIM and Construction Integration","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7500208616256714},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5875049829483032},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5705916285514832},{"id":"https://openalex.org/keywords/cellular-manufacturing","display_name":"Cellular manufacturing","score":0.5444936752319336},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5363527536392212},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.5345185399055481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5344226956367493},{"id":"https://openalex.org/keywords/cell-formation","display_name":"Cell formation","score":0.4906119406223297},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4763246476650238},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4360157251358032},{"id":"https://openalex.org/keywords/tournament-selection","display_name":"Tournament selection","score":0.42929524183273315},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.315218448638916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31035399436950684},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2941296398639679}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7500208616256714},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5875049829483032},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5705916285514832},{"id":"https://openalex.org/C2778106978","wikidata":"https://www.wikidata.org/wiki/Q441898","display_name":"Cellular manufacturing","level":2,"score":0.5444936752319336},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5363527536392212},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5345185399055481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5344226956367493},{"id":"https://openalex.org/C2985497411","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell formation","level":2,"score":0.4906119406223297},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4763246476650238},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4360157251358032},{"id":"https://openalex.org/C165661538","wikidata":"https://www.wikidata.org/wiki/Q7829327","display_name":"Tournament selection","level":3,"score":0.42929524183273315},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.315218448638916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31035399436950684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2941296398639679},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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":1,"locations":[{"id":"doi:10.1080/713804985","is_oa":false,"landing_page_url":"https://doi.org/10.1080/713804985","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W599522490","https://openalex.org/W1787544972","https://openalex.org/W1966610761","https://openalex.org/W1967520000","https://openalex.org/W1980648010","https://openalex.org/W1982851855","https://openalex.org/W1984612698","https://openalex.org/W1985073660","https://openalex.org/W1987957449","https://openalex.org/W2001625256","https://openalex.org/W2009964910","https://openalex.org/W2014851423","https://openalex.org/W2014968033","https://openalex.org/W2023331762","https://openalex.org/W2023986738","https://openalex.org/W2025500702","https://openalex.org/W2046023868","https://openalex.org/W2049285004","https://openalex.org/W2051079273","https://openalex.org/W2052325226","https://openalex.org/W2056702642","https://openalex.org/W2068781643","https://openalex.org/W2083729595","https://openalex.org/W2109926659","https://openalex.org/W2151676833","https://openalex.org/W2171783065","https://openalex.org/W2904250082","https://openalex.org/W3016506011","https://openalex.org/W4213077143"],"related_works":["https://openalex.org/W2138042168","https://openalex.org/W229477781","https://openalex.org/W2794840496","https://openalex.org/W2038712404","https://openalex.org/W1969937065","https://openalex.org/W2068284879","https://openalex.org/W1994640751","https://openalex.org/W2904969623","https://openalex.org/W1979835201","https://openalex.org/W2009130605"],"abstract_inverted_index":{"A":[0,159],"prototype":[1,68],"genetic":[2],"algorithm-based":[3],"system":[4,34,69],"has":[5],"been":[6],"developed":[7],"to":[8,15,55,152,168,187,199],"group":[9],"machines":[10],"into":[11],"manufacturing":[12],"cells,":[13],"subject":[14],"objective":[16,51,89,99,129,157,201],"functions":[17,100],"such":[18],"as":[19,126,208,210],"gross":[20,103],"part":[21,104],"(inter-":[22],"and":[23,29,81,83,94,106,112,117,145,176],"intra-cell)":[24],"movement,":[25],"cell":[26,107],"load":[27,108],"variation":[28],"machine":[30,47,74,123],"set-up":[31,124],"costs.":[32],"The":[33,67],"is":[35,65,166,216],"an":[36],"improvement":[37],"over":[38],"two":[39,139],"contemporary":[40],"techniques":[41],"because":[42],"it":[43],"can":[44,206],"handle":[45,153],"complex":[46],"groupings":[48],"with":[49,120],"multiple":[50],"functions.":[52,91,158],"In":[53,131],"order":[54],"assess":[56],"chromosomes":[57,135],"from":[58,138],"different":[59,88,200],"populations,":[60,141],"a":[61,217,229],"new":[62],"crossover":[63],"technique":[64],"proposed.":[66],"was":[70,179,184],"evaluated":[71],"using":[72],"four":[73,193],"groupings,":[75],"namely":[76],"Models":[77,92,110,115],"1,":[78,133],"2,":[79,118],"3":[80,111,146,154,183,212],"4":[82,113],"three":[84,87],"Approaches":[85,143,174],"involving":[86],"(fitness)":[90],"1":[93,116],"2":[95,144,175,205,227],"have":[96],"the":[97,121,127,134,150,170,223],"twin":[98],"of":[101,173,220],"minimizing":[102,122],"movement":[105],"variation.":[109],"are":[114,197],"respectively,":[119],"cost":[125],"third":[128],"function.":[130],"Approach":[132,182,204,211,226,236],"were":[136,147],"drawn":[137],"distinct":[140],"while":[142],"defined":[148,167],"by":[149],"authors":[151],"or":[155],"more":[156],"chromosomal":[160],"performance":[161],"index,":[162],"C":[163],"obj":[164],",":[165],"evaluate":[169],"fitness":[171],"values":[172],"3.":[177,237],"It":[178],"found":[180],"that":[181],"consistently":[185],"able":[186],"produce":[188],"sub-optimal":[189],"solutions":[190],"in":[191],"all":[192],"models":[194],"after":[195],"weights":[196],"applied":[198],"functions,":[202],"whereas":[203],"perform":[207],"well":[209],"only":[213],"if":[214],"there":[215],"sufficient":[218],"number":[219],"iterations.":[221],"On":[222],"other":[224],"hand,":[225],"requires":[228],"much":[230],"shorter":[231],"computational":[232],"run":[233],"time":[234],"than":[235]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}