{"id":"https://openalex.org/W3194936591","doi":"https://doi.org/10.3233/978-1-61499-898-3-817","title":"Group Technology: Genetic Algorithm Based on Greedy Constructive Structure and Refinement by k-Means Method Applied to Manufacturing Cell Formation Problems","display_name":"Group Technology: Genetic Algorithm Based on Greedy Constructive Structure and Refinement by k-Means Method Applied to Manufacturing Cell Formation Problems","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W3194936591","doi":"https://doi.org/10.3233/978-1-61499-898-3-817","mag":"3194936591"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-898-3-817","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-898-3-817","pdf_url":null,"source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-898-3-817","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Branco Rogério Malta","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Branco Rogério Malta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Rocha Carlos Rodrigues","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rocha Carlos Rodrigues","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.3444421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"817","last_page":"826"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9969000220298767,"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":0.9969000220298767,"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/constructive","display_name":"Constructive","score":0.7571136951446533},{"id":"https://openalex.org/keywords/group-technology","display_name":"Group technology","score":0.7464808225631714},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6754966378211975},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.6389151215553284},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5338023900985718},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.49845433235168457},{"id":"https://openalex.org/keywords/cell-formation","display_name":"Cell formation","score":0.462001770734787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44931501150131226},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3168502748012543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3089771270751953},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2503661513328552},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.19120687246322632},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1859281361103058},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.064337819814682}],"concepts":[{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7571136951446533},{"id":"https://openalex.org/C2780443747","wikidata":"https://www.wikidata.org/wiki/Q3516922","display_name":"Group technology","level":2,"score":0.7464808225631714},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6754966378211975},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.6389151215553284},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5338023900985718},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.49845433235168457},{"id":"https://openalex.org/C2985497411","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell formation","level":2,"score":0.462001770734787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44931501150131226},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3168502748012543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3089771270751953},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2503661513328552},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.19120687246322632},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1859281361103058},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.064337819814682},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-898-3-817","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-898-3-817","pdf_url":null,"source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},{"id":"mag:3194936591","is_oa":false,"landing_page_url":"https://ebooks.iospress.nl/publication/49868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-898-3-817","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-898-3-817","pdf_url":null,"source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1966304371","https://openalex.org/W1999608793","https://openalex.org/W1969937065","https://openalex.org/W229477781","https://openalex.org/W2225077628","https://openalex.org/W2010412453","https://openalex.org/W2808295822","https://openalex.org/W2334416500","https://openalex.org/W1979835201","https://openalex.org/W2042343880"],"abstract_inverted_index":{"The":[0,17,34,137,147],"Group":[1],"technology":[2],"(GT)":[3],"constitutes":[4],"a":[5,51,83,89,111,159],"manufacturing":[6,75],"philosophy":[7],"that":[8,56],"exploits":[9],"similarities":[10],"in":[11,26,64,165],"product":[12,15],"design":[13],"and":[14,32,42,61,81,103,121,158,170],"processes.":[16],"information":[18],"attained":[19],"from":[20],"the":[21,57,71,74,97,100,105,108,114,122,150,154,166],"process":[22],"sheets":[23],"are":[24,47,66],"organized":[25],"an":[27],"incidence":[28],"matrix":[29],"with":[30,88],"machines":[31,109],"parts.":[33],"goal":[35],"is":[36,125,140,168],"to":[37,40,44,49,127,130,135,143],"assign":[38,132],"parts":[39],"families":[41,134],"machine":[43,119],"cells,":[45,120],"which":[46],"designed":[48],"produce":[50],"given":[52],"part":[53,133],"family":[54],"such":[55],"number":[58],"of":[59,73,78,99,107,118,149,156,161],"voids":[60],"exceptional":[62],"elements":[63],"cells":[65,129],"minimized.":[67],"This":[68],"article":[69],"considers":[70],"problem":[72],"cell":[76],"formation,":[77],"combinatorial":[79],"nature":[80],"proposes":[82],"hybrid":[84],"genetic":[85],"algorithm":[86,139],"(GA)":[87],"greedy":[90],"cosntrutive":[91],"method":[92,124],"for":[93],"its":[94],"solution,":[95],"aiming":[96],"minimizing":[98],"inter-cell":[101],"movement":[102],"maximizing":[104],"use":[106],"inside":[110],"cell.":[112],"Basically,":[113],"GA":[115],"generates":[116],"sets":[117],"constructor":[123],"applied":[126,142],"those":[128],"better":[131],"them.":[136],"k-means":[138],"also":[141],"refine":[144],"these":[145],"formations.":[146],"performance":[148],"proposed":[151],"framework,":[152],"considering":[153],"efficacy":[155],"grouping":[157],"set":[160],"GT":[162],"problems":[163],"available":[164],"literature,":[167],"presented":[169],"discussed.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-08-30T00:00:00"}