{"id":"https://openalex.org/W2782714722","doi":"https://doi.org/10.1109/etfa.2017.8247644","title":"Integrating fuzzy TOPSIS and goal programming for multiple objective integrated procurement-production planning","display_name":"Integrating fuzzy TOPSIS and goal programming for multiple objective integrated procurement-production planning","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2782714722","doi":"https://doi.org/10.1109/etfa.2017.8247644","mag":"2782714722"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2017.8247644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2017.8247644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044057009","display_name":"Rihab Khemiri","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4210130517","display_name":"Laboratoire G\u00e9nie de Production","ror":"https://ror.org/039aqbp11","country_code":"FR","type":"facility","lineage":["https://openalex.org/I119865316","https://openalex.org/I4210130517","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Rihab Khemiri","raw_affiliation_strings":["Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia","LGP-ENIT INPT, University of Toulouse, Tarbes Cedex, France","Mediatron lab, University of Carthage, Carthage, Tunisia"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia","institution_ids":["https://openalex.org/I63596082","https://openalex.org/I108714496"]},{"raw_affiliation_string":"LGP-ENIT INPT, University of Toulouse, Tarbes Cedex, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210130517"]},{"raw_affiliation_string":"Mediatron lab, University of Carthage, Carthage, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034599370","display_name":"Khaoula ElBedoui","orcid":"https://orcid.org/0000-0001-9687-720X"},"institutions":[{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210130517","display_name":"Laboratoire G\u00e9nie de Production","ror":"https://ror.org/039aqbp11","country_code":"FR","type":"facility","lineage":["https://openalex.org/I119865316","https://openalex.org/I4210130517","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Khaoula Elbedoui-Maktouf","raw_affiliation_strings":["LGP-ENIT INPT, University of Toulouse, Tarbes Cedex, France"],"affiliations":[{"raw_affiliation_string":"LGP-ENIT INPT, University of Toulouse, Tarbes Cedex, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210130517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027312442","display_name":"Bernard Grabot","orcid":"https://orcid.org/0000-0002-2694-9113"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Bernard Grabot","raw_affiliation_strings":["Ecole Nationale d'Ing\u00e9nieurs de Carthage, University of Carthage, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Carthage, University of Carthage, Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019942759","display_name":"Belhassen Zouari","orcid":"https://orcid.org/0000-0002-9842-0032"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Belhassen Zouari","raw_affiliation_strings":["Mediatron lab, University of Carthage, Carthage, Tunisia"],"affiliations":[{"raw_affiliation_string":"Mediatron lab, University of Carthage, Carthage, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044057009"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I179097149","https://openalex.org/I205747304","https://openalex.org/I4210130517","https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":0.4564,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79438948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9980999827384949,"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/goal-programming","display_name":"Goal programming","score":0.6540896892547607},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6513663530349731},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.6485648155212402},{"id":"https://openalex.org/keywords/ideal-solution","display_name":"Ideal solution","score":0.5988076329231262},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5712485909461975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5530019998550415},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.5454240441322327},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.5211553573608398},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5078702569007874},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.49566781520843506},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.48205646872520447},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.4693354666233063},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.43562015891075134},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.41451090574264526},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.3975454866886139},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25563281774520874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15209543704986572},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08819505572319031}],"concepts":[{"id":"https://openalex.org/C61157135","wikidata":"https://www.wikidata.org/wiki/Q1345279","display_name":"Goal programming","level":2,"score":0.6540896892547607},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6513663530349731},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6485648155212402},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.5988076329231262},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5712485909461975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5530019998550415},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.5454240441322327},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.5211553573608398},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5078702569007874},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.49566781520843506},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.48205646872520447},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.4693354666233063},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.43562015891075134},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.41451090574264526},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.3975454866886139},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25563281774520874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15209543704986572},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08819505572319031},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/etfa.2017.8247644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2017.8247644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},{"id":"pmh:oai:oatao.univ-toulouse.fr:23362","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:HAL:hal-02389517v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02389517","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Emerging Technologies and Factory Automation - ETFA 2017, Sep 2017, Limassol, Cyprus. pp.0","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:oatao.univ-toulouse.fr:23362","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1462463181","https://openalex.org/W1486529899","https://openalex.org/W1964714279","https://openalex.org/W1970110862","https://openalex.org/W1982037250","https://openalex.org/W1983990433","https://openalex.org/W1985744206","https://openalex.org/W1995428724","https://openalex.org/W2019950953","https://openalex.org/W2025112185","https://openalex.org/W2051895399","https://openalex.org/W2060186740","https://openalex.org/W2060487580","https://openalex.org/W2070149019","https://openalex.org/W2085668833","https://openalex.org/W2089675670","https://openalex.org/W2096768134","https://openalex.org/W2197396894","https://openalex.org/W2604330817","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4214637188","https://openalex.org/W4229703161","https://openalex.org/W4230588984","https://openalex.org/W4297955826","https://openalex.org/W4379373144","https://openalex.org/W6628977408"],"related_works":["https://openalex.org/W2293394021","https://openalex.org/W2347675019","https://openalex.org/W2367947563","https://openalex.org/W2890644467","https://openalex.org/W2612149696","https://openalex.org/W4387430003","https://openalex.org/W1990029659","https://openalex.org/W3135485754","https://openalex.org/W2884422668","https://openalex.org/W2389757528"],"abstract_inverted_index":{"In":[0,80],"this":[1,119,142],"paper,":[2],"a":[3,13,73,86,172],"four-phase":[4],"approach":[5,139,165],"for":[6,26,46,96,159],"Integrated":[7],"Procurement-Production":[8],"(IPP)":[9],"tactical":[10],"planning":[11,100],"in":[12,30,36,145],"multiechelon,":[14],"multi-product":[15],"and":[16,28,34,64,77,110,166],"multi-period":[17],"Supply":[18],"Chain":[19],"(SC)":[20],"network":[21],"is":[22,57],"proposed.":[23],"To":[24],"account":[25],"ambiguity":[27],"vagueness":[29],"some":[31],"real-world":[32],"data":[33],"preferences,":[35],"the":[37,41,43,61,68,81,107,113,135,160],"first":[38],"phase":[39],"of":[40,67,75,106,112],"approach,":[42],"Fuzzy":[44],"Technique":[45],"Order":[47],"Preference":[48],"by":[49],"Similarity":[50],"to":[51,59,72,140,147],"Ideal":[52],"Solution":[53],"(fuzzy":[54],"TOPSIS)":[55],"method":[56],"used":[58],"obtain":[60],"overall":[62,108,114],"performance":[63,109],"risk":[65],"ratings":[66],"suppliers":[69],"with":[70],"regard":[71],"set":[74],"qualitative":[76],"quantitative":[78],"criteria.":[79],"second":[82],"phase,":[83],"we":[84,133],"introduce":[85],"novel":[87],"multi-objective":[88,126],"possibilistic":[89],"mixed":[90,127],"integer":[91,128],"linear":[92,129],"programming":[93,130],"model":[94,121,144],"(MOPMILP)":[95],"solving":[97],"an":[98,123,149,154],"IPP":[99],"considering":[101],"conflicting":[102],"goals":[103],"simultaneously:":[104],"maximization":[105],"minimization":[111],"risk.":[115],"Then,":[116],"after":[117],"converting":[118],"MOPMILP":[120],"into":[122],"equivalent":[124],"crisp":[125],"(MOMILP)":[131],"model,":[132],"use":[134],"Goal":[136],"Programming":[137],"(GP)":[138],"solve":[141],"MOMILP":[143],"order":[146],"find":[148],"efficient":[150,155],"compromise":[151],"solution":[152,167],"(i.e.":[153],"procurement":[156],"production":[157],"plan)":[158],"whole":[161],"SC.":[162],"The":[163],"proposed":[164],"methodology":[168],"are":[169],"validated":[170],"through":[171],"numerical":[173],"example.":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}