{"id":"https://openalex.org/W4289755094","doi":"https://doi.org/10.1051/ro/2022139","title":"Evaluating process flexibility in lot sizing problems: an approach based on multicriteria decision making","display_name":"Evaluating process flexibility in lot sizing problems: an approach based on multicriteria decision making","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4289755094","doi":"https://doi.org/10.1051/ro/2022139"},"language":"en","primary_location":{"id":"doi:10.1051/ro/2022139","is_oa":true,"landing_page_url":"https://doi.org/10.1051/ro/2022139","pdf_url":"https://www.rairo-ro.org/articles/ro/pdf/2022/04/ro220012.pdf","source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868","2804-7303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.rairo-ro.org/articles/ro/pdf/2022/04/ro220012.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029431283","display_name":"Gabriel de Souza Amaro","orcid":"https://orcid.org/0000-0003-1567-5468"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gabriel de Souza Amaro","raw_affiliation_strings":["School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1567-5468","affiliations":[{"raw_affiliation_string":"School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027376129","display_name":"Diego Jacinto Fiorotto","orcid":"https://orcid.org/0000-0002-9594-2716"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Jacinto Fiorotto","raw_affiliation_strings":["School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9594-2716","affiliations":[{"raw_affiliation_string":"School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027798298","display_name":"Washington Alves de Oliveira","orcid":"https://orcid.org/0000-0002-7100-870X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Washington Alves de Oliveira","raw_affiliation_strings":["School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7100-870X","affiliations":[{"raw_affiliation_string":"School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5096939190","display_name":"Leonardo Duarte Tomazeli","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Duarte Tomazeli","raw_affiliation_strings":["School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Sciences, University of Campinas, R. Pedro Zaccaria, 1300, Limeira S\u00e3o Paulo 13484-350, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029431283"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11969003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"4","first_page":"3187","last_page":"3217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994000196456909,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9833999872207642,"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/flexibility","display_name":"Flexibility (engineering)","score":0.867115318775177},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.779259204864502},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6588611006736755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5817800164222717},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5633570551872253},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5516112446784973},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.532860279083252},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39200836420059204},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3571264147758484},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2660130560398102},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.24105504155158997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15882930159568787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.144979327917099}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.867115318775177},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.779259204864502},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6588611006736755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5817800164222717},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5633570551872253},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5516112446784973},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.532860279083252},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39200836420059204},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3571264147758484},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2660130560398102},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.24105504155158997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15882930159568787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.144979327917099},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1051/ro/2022139","is_oa":true,"landing_page_url":"https://doi.org/10.1051/ro/2022139","pdf_url":"https://www.rairo-ro.org/articles/ro/pdf/2022/04/ro220012.pdf","source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868","2804-7303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:edpsciences.org:dkey/10.1051/ro/2022139","is_oa":false,"landing_page_url":"https://www.rairo-ro.org/10.1051/ro/2022139/pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400744","display_name":"Springer Link (Chiba Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8488066","host_organization_name":"Chiba Institute of Technology","host_organization_lineage":["https://openalex.org/I8488066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1051/ro/2022139","raw_type":"Text"},{"id":"pmh:oai:numdam.org:RO_2022__56_4_3187_0","is_oa":false,"landing_page_url":"https://www.numdam.org/articles/10.1051/ro/2022139/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402264","display_name":"French digital mathematics library (Numdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I70900168","host_organization_name":"Universit\u00e9 Savoie Mont Blanc","host_organization_lineage":["https://openalex.org/I70900168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1051/ro/2022139","is_oa":true,"landing_page_url":"https://doi.org/10.1051/ro/2022139","pdf_url":"https://www.rairo-ro.org/articles/ro/pdf/2022/04/ro220012.pdf","source":{"id":"https://openalex.org/S20631277","display_name":"RAIRO - Operations Research","issn_l":"0399-0559","issn":["0399-0559","1290-3868","2804-7303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748"],"host_organization_lineage_names":["EDP Sciences"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1221052860","display_name":null,"funder_award_id":"2018/18754-5","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G2439446038","display_name":null,"funder_award_id":"304561/2021-5","funder_id":"https://openalex.org/F4320326191","funder_display_name":"Centro Nacional de Processamento de Alto Desempenho em S\u00e3o Paulo"},{"id":"https://openalex.org/G2575611374","display_name":null,"funder_award_id":"309925/2021-5","funder_id":"https://openalex.org/F4320326191","funder_display_name":"Centro Nacional de Processamento de Alto Desempenho em S\u00e3o Paulo"},{"id":"https://openalex.org/G295657101","display_name":null,"funder_award_id":"2019/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3092453565","display_name":null,"funder_award_id":"405048/2018-1","funder_id":"https://openalex.org/F4320326191","funder_display_name":"Centro Nacional de Processamento de Alto Desempenho em S\u00e3o Paulo"},{"id":"https://openalex.org/G3839956401","display_name":null,"funder_award_id":"304561/2021-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4466925514","display_name":null,"funder_award_id":"309925/2021-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4557763873","display_name":null,"funder_award_id":"2019/01145-9","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8421878921","display_name":null,"funder_award_id":"405048/2018-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320326191","display_name":"Centro Nacional de Processamento de Alto Desempenho em S\u00e3o Paulo","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289755094.pdf","grobid_xml":"https://content.openalex.org/works/W4289755094.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1475104872","https://openalex.org/W1844859201","https://openalex.org/W1965788522","https://openalex.org/W1972591816","https://openalex.org/W1974307560","https://openalex.org/W1977662576","https://openalex.org/W1985514943","https://openalex.org/W1998342753","https://openalex.org/W2004753507","https://openalex.org/W2012547506","https://openalex.org/W2024707608","https://openalex.org/W2027427296","https://openalex.org/W2039845480","https://openalex.org/W2045657900","https://openalex.org/W2070207215","https://openalex.org/W2071304493","https://openalex.org/W2082423796","https://openalex.org/W2086647243","https://openalex.org/W2092796159","https://openalex.org/W2101589565","https://openalex.org/W2104491115","https://openalex.org/W2109557004","https://openalex.org/W2115070561","https://openalex.org/W2117090483","https://openalex.org/W2127933758","https://openalex.org/W2129870634","https://openalex.org/W2150041832","https://openalex.org/W2252440427","https://openalex.org/W2311717444","https://openalex.org/W2499828064","https://openalex.org/W2506768821","https://openalex.org/W2766324704","https://openalex.org/W2796048762","https://openalex.org/W2884419211","https://openalex.org/W2885593987","https://openalex.org/W2950458763","https://openalex.org/W2982433905","https://openalex.org/W2996051132","https://openalex.org/W3000095362","https://openalex.org/W3003184239","https://openalex.org/W3122508321","https://openalex.org/W3123954394","https://openalex.org/W3124900541","https://openalex.org/W4211067740","https://openalex.org/W4238927122","https://openalex.org/W4248461040"],"related_works":["https://openalex.org/W2375311683","https://openalex.org/W2366062860","https://openalex.org/W2373777250","https://openalex.org/W2353956655","https://openalex.org/W2020653254","https://openalex.org/W2010454064","https://openalex.org/W2352072014","https://openalex.org/W217279133","https://openalex.org/W2393487946","https://openalex.org/W2560304016"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,59,71,92,98,115,121,132],"multicriteria":[4,123],"analysis":[5,101,124],"of":[6,13,62,74,82,114,134,149],"the":[7,11,14,22,88,95,108,112,127,137,150,174,183,187,191],"process":[8,83],"flexibility":[9,44,84,116,138,156,171,176,195],"in":[10,162,177,194],"context":[12],"lot":[15,26,151],"sizing":[16,27,152],"problem":[17,109,153],"with":[18,42],"parallel":[19],"machines.":[20],"In":[21],"standard":[23],"design":[24],"for":[25,45,136,146,196],"problems,":[28],"each":[29,66],"machine":[30,63,67],"can":[31,49,68],"manufacture":[32],"all":[33,178,197],"products":[34],"(total":[35],"or":[36],"complete":[37,43],"flexibility).":[38],"However,":[39,94],"installing":[40],"machines":[41],"several":[46],"practical":[47],"applications":[48],"be":[50],"costly.":[51],"Therefore,":[52],"it":[53],"becomes":[54],"interesting":[55],"to":[56,110],"implement":[57],"only":[58,70,87,186],"limited":[60,170],"amount":[61],"flexibility,":[64],"where":[65],"produce":[69],"small":[72],"number":[73],"different":[75,147,181],"products.":[76],"Recently,":[77],"some":[78],"works":[79],"presented":[80],"analyses":[81,145],"by":[85],"considering":[86,185],"production":[89],"cost":[90,189],"as":[91,190],"criterion.":[93],"literature":[96],"lacks":[97],"more":[99],"comprehensive":[100],"that":[102,130,169],"considers":[103],"other":[104],"essential":[105],"criteria":[106],"regarding":[107],"compute":[111],"value":[113],"configuration.":[117],"Thus,":[118],"we":[119],"provide":[120],"detailed":[122],"based":[125],"on":[126],"TOPSIS":[128],"method":[129],"produces":[131],"ranking":[133],"alternatives":[135],"configurations.":[139],"Extensive":[140],"computational":[141,166],"experiments":[142],"and":[143,158],"sensitivity":[144],"scenarios":[148],"compare":[154],"individual":[155],"configurations":[157,172],"evaluate":[159],"its":[160],"advantages":[161],"manufacturing":[163],"planning.":[164],"The":[165],"results":[167],"showed":[168],"outperform":[173],"total":[175,188],"scenarios.":[179],"Moreover,":[180],"from":[182],"studies":[184],"criterion,":[192],"investing":[193],"capacity":[198],"levels":[199],"has":[200],"advantages.":[201]},"counts_by_year":[],"updated_date":"2026-07-07T06:14:10.401900","created_date":"2025-10-10T00:00:00"}