{"id":"https://openalex.org/W2409575841","doi":"https://doi.org/10.1080/0951192x.2016.1187293","title":"Robust and Fuzzy Optimisation Models for a Flow shop Scheduling Problem with Sequence Dependent Setup Times: A real case study on a PCB assembly company","display_name":"Robust and Fuzzy Optimisation Models for a Flow shop Scheduling Problem with Sequence Dependent Setup Times: A real case study on a PCB assembly company","publication_year":2016,"publication_date":"2016-06-08","ids":{"openalex":"https://openalex.org/W2409575841","doi":"https://doi.org/10.1080/0951192x.2016.1187293","mag":"2409575841"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2016.1187293","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2016.1187293","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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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/A5112467777","display_name":"Seyed Mohammad Gholami-Zanjani","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Mohammad Gholami-Zanjani","raw_affiliation_strings":["University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068396887","display_name":"Mohammadmehdi Hakimifar","orcid":"https://orcid.org/0000-0001-7121-7029"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammadmehdi Hakimifar","raw_affiliation_strings":["University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049442908","display_name":"Najmesadat Nazemi","orcid":"https://orcid.org/0000-0002-2268-4621"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Najmesadat Nazemi","raw_affiliation_strings":["University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019047127","display_name":"Fariborz Jolai","orcid":"https://orcid.org/0000-0003-0824-8513"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Fariborz Jolai","raw_affiliation_strings":["University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tehran, School of Industrial Engineering, Tehran, Islamic Republic of Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019047127"],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":null,"apc_paid":null,"fwci":2.2337,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.88333174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"30","issue":"6","first_page":"552","last_page":"563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9979000091552734,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6547289490699768},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.6444412469863892},{"id":"https://openalex.org/keywords/original-equipment-manufacturer","display_name":"Original equipment manufacturer","score":0.6442897915840149},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5874866843223572},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5545976758003235},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.5317394137382507},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5122637152671814},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.501429557800293},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4833964407444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4698445200920105},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.44748011231422424},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4262444078922272},{"id":"https://openalex.org/keywords/printed-circuit-board","display_name":"Printed circuit board","score":0.4208894371986389},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25271081924438477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15810272097587585},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.1268954575061798}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6547289490699768},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.6444412469863892},{"id":"https://openalex.org/C68694590","wikidata":"https://www.wikidata.org/wiki/Q267558","display_name":"Original equipment manufacturer","level":2,"score":0.6442897915840149},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5874866843223572},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5545976758003235},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.5317394137382507},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5122637152671814},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.501429557800293},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4833964407444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4698445200920105},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.44748011231422424},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4262444078922272},{"id":"https://openalex.org/C120793396","wikidata":"https://www.wikidata.org/wiki/Q173350","display_name":"Printed circuit board","level":2,"score":0.4208894371986389},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25271081924438477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15810272097587585},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.1268954575061798},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/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:10.1080/0951192x.2016.1187293","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2016.1187293","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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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"},{"id":"pmh:oai:research.wu.ac.at:openaire_cris_publications/ab4694f6-65cc-4f18-817b-a311a3f2a767","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/ab4694f6-65cc-4f18-817b-a311a3f2a767","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","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":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hakimifar, M 2017, 'Robust and Fuzzy Optimisation Models for a Flow shop Scheduling Problem with Sequence Dependent Setup Times: A real case study on a PCB assembly company', International Journal of Computer Integrated Manufacturing, vol. 30, no. 6, pp. 552 - 563. https://doi.org/10.1080/0951192X.2016.1187293","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1969937416","https://openalex.org/W1970329178","https://openalex.org/W1977145549","https://openalex.org/W1982321477","https://openalex.org/W1982701228","https://openalex.org/W1990275757","https://openalex.org/W1994775122","https://openalex.org/W1996580751","https://openalex.org/W2001940060","https://openalex.org/W2003777645","https://openalex.org/W2011615458","https://openalex.org/W2016874436","https://openalex.org/W2019530665","https://openalex.org/W2025616172","https://openalex.org/W2037856370","https://openalex.org/W2038134868","https://openalex.org/W2039632218","https://openalex.org/W2045306539","https://openalex.org/W2048542883","https://openalex.org/W2049606892","https://openalex.org/W2057012624","https://openalex.org/W2065391429","https://openalex.org/W2070176400","https://openalex.org/W2074871661","https://openalex.org/W2076038946","https://openalex.org/W2084575717","https://openalex.org/W2085164984","https://openalex.org/W2085822348","https://openalex.org/W2086467817","https://openalex.org/W2089105401","https://openalex.org/W2108434419","https://openalex.org/W2122967269","https://openalex.org/W2156391157","https://openalex.org/W2173197263","https://openalex.org/W4211007335","https://openalex.org/W4244795103","https://openalex.org/W4251616545","https://openalex.org/W4255654664"],"related_works":["https://openalex.org/W2185192838","https://openalex.org/W2967782293","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2069961172","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W2165758382","https://openalex.org/W1971939018","https://openalex.org/W2140584489"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"authors":[3],"considered":[4,37],"a":[5,61,93,102,113],"flow":[6,87],"shop":[7,88],"scheduling":[8],"problem":[9],"with":[10,49],"sequence":[11],"dependent":[12],"set-up":[13,32],"times":[14,35],"in":[15],"an":[16],"uncertain":[17],"environment.":[18],"Its":[19],"objective":[20],"function":[21],"is":[22,67,81,90,101,110,116],"to":[23,39,47],"minimise":[24],"weighted":[25],"mean":[26],"completion":[27],"time.":[28],"As":[29],"for":[30,69],"uncertainty,":[31],"and":[33,57,108,128],"processing":[34],"are":[36],"not":[38],"be":[40],"deterministic.":[41],"Authors":[42],"propose":[43],"two":[44],"different":[45],"approaches":[46,123],"deal":[48],"uncertainty":[50],"of":[51,77,104,120,124],"input":[52],"data:":[53],"robust":[54,75],"optimisation":[55],"(RO)":[56],"fuzzy":[58,86,127],"optimisation.":[59],"First,":[60],"deterministic":[62],"mixed-integer":[63],"linear":[64],"programming":[65],"model":[66,80,89],"presented":[68],"the":[70,78,85],"general":[71],"problem.":[72],"Then,":[73],"its":[74],"counterpart":[76],"proposed":[79],"dealt":[82],"with.":[83],"Afterwards,":[84],"developed.":[91],"Moreover,":[92],"real":[94],"case":[95],"study":[96],"on":[97,118,131],"Tehran-Madar":[98],"Company":[99],"which":[100],"producer":[103],"printed":[105],"circuit":[106],"board":[107],"OEMs":[109],"studied.":[111],"Finally,":[112],"considerable":[114],"discussion":[115],"held":[117],"comparison":[119],"all":[121],"three":[122],"namely":[125],"deterministic,":[126],"ROs":[129],"based":[130],"some":[132],"generated":[133],"numerical":[134],"examples.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
