{"id":"https://openalex.org/W3186567534","doi":"https://doi.org/10.1109/access.2021.3099342","title":"Decision-Making System Based on a Fuzzy Hierarchical Analysis Process and an Artificial Neural Network for Flow Shop Machine Scheduling Model Under Uncertainty","display_name":"Decision-Making System Based on a Fuzzy Hierarchical Analysis Process and an Artificial Neural Network for Flow Shop Machine Scheduling Model Under Uncertainty","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3186567534","doi":"https://doi.org/10.1109/access.2021.3099342","mag":"3186567534"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3099342","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3099342","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09493234.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09493234.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032747318","display_name":"Luis Fernando Villanueva-Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-8411-072X"},"institutions":[{"id":"https://openalex.org/I3130395211","display_name":"Instituto Tecnol\u00f3gico Superior de Xalapa","ror":"https://ror.org/009rr6x76","country_code":"MX","type":"education","lineage":["https://openalex.org/I3130395211"]},{"id":"https://openalex.org/I4388891832","display_name":"Centro de Innovaci\u00f3n Aplicada en Tecnolog\u00edas Competitivas","ror":"https://ror.org/039zdhk64","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210163111","https://openalex.org/I4388891832"]},{"id":"https://openalex.org/I4405258294","display_name":"Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n","ror":"https://ror.org/00edcak12","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258294","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Fernando Villanueva-Jimenez","raw_affiliation_strings":["Graduate Department, Centro de Innovaci\u00f3n Aplicada en Tecnolog\u00edas Competitivas, Le\u00f3n, Mexico","Research Department, Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n, Pur\u00edsima del Rinc\u00f3n, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8411-072X","affiliations":[{"raw_affiliation_string":"Graduate Department, Centro de Innovaci\u00f3n Aplicada en Tecnolog\u00edas Competitivas, Le\u00f3n, Mexico","institution_ids":["https://openalex.org/I4388891832"]},{"raw_affiliation_string":"Research Department, Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n, Pur\u00edsima del Rinc\u00f3n, Mexico","institution_ids":["https://openalex.org/I3130395211","https://openalex.org/I4405258294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038716933","display_name":"Jos\u00e9 Antonio V\u00e1zquez-L\u00f3pez","orcid":"https://orcid.org/0000-0002-1687-2140"},"institutions":[{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Antonio Vazquez-Lopez","raw_affiliation_strings":["Research Department, Instituto Tecnol\u00f3gico de Celaya, Celaya, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Department, Instituto Tecnol\u00f3gico de Celaya, Celaya, Mexico","institution_ids":["https://openalex.org/I4210145284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044822249","display_name":"Javier Y\u00e1\u00f1ez-Mendiola","orcid":"https://orcid.org/0000-0003-0772-5947"},"institutions":[{"id":"https://openalex.org/I4388891832","display_name":"Centro de Innovaci\u00f3n Aplicada en Tecnolog\u00edas Competitivas","ror":"https://ror.org/039zdhk64","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210163111","https://openalex.org/I4388891832"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Javier Yanez-Mendiola","raw_affiliation_strings":["Graduate Department, Centro de Innovaci\u00f3n Aplicada en Tecnolog\u00edas Competitivas, Le\u00f3n, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Department, Centro de Innovaci\u00f3n Aplicada en Tecnolog\u00edas Competitivas, Le\u00f3n, Mexico","institution_ids":["https://openalex.org/I4388891832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000275460","display_name":"Valent\u00edn Calzada-Ledesma","orcid":"https://orcid.org/0000-0001-9328-971X"},"institutions":[{"id":"https://openalex.org/I3130395211","display_name":"Instituto Tecnol\u00f3gico Superior de Xalapa","ror":"https://ror.org/009rr6x76","country_code":"MX","type":"education","lineage":["https://openalex.org/I3130395211"]},{"id":"https://openalex.org/I4405258294","display_name":"Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n","ror":"https://ror.org/00edcak12","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258294","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Valentin Calzada-Ledesma","raw_affiliation_strings":["Computer Engineering Department, Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n, Pur\u00edsima del Rinc\u00f3n, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n, Pur\u00edsima del Rinc\u00f3n, Mexico","institution_ids":["https://openalex.org/I3130395211","https://openalex.org/I4405258294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060125300","display_name":"Juan de Anda-Su\u00e1rez","orcid":"https://orcid.org/0000-0003-3728-0459"},"institutions":[{"id":"https://openalex.org/I4405258294","display_name":"Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n","ror":"https://ror.org/00edcak12","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258294","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan De Anda-Suarez","raw_affiliation_strings":["Electromechanical Engineering Department, Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n, Pur\u00edsima del Rinc\u00f3n, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electromechanical Engineering Department, Instituto Tecnol\u00f3gico Superior de Pur\u00edsima del Rinc\u00f3n, Pur\u00edsima del Rinc\u00f3n, Mexico","institution_ids":["https://openalex.org/I4405258294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.583,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72906893,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"104059","last_page":"104069"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9952999949455261,"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":0.9952999949455261,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9811000227928162,"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":0.9556000232696533,"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/computer-science","display_name":"Computer science","score":0.7381097674369812},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6467291116714478},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.566892147064209},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5412175059318542},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.5319949388504028},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5146735310554504},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.49512043595314026},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.35298943519592285},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3513953983783722},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.34435927867889404},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22425878047943115},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09469050168991089}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7381097674369812},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6467291116714478},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.566892147064209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5412175059318542},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.5319949388504028},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5146735310554504},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.49512043595314026},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.35298943519592285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3513953983783722},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.34435927867889404},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22425878047943115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09469050168991089},{"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/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3099342","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3099342","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09493234.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d8c3a06ab0274f99a4646ca0527ceef5","is_oa":true,"landing_page_url":"https://doaj.org/article/d8c3a06ab0274f99a4646ca0527ceef5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 104059-104069 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3099342","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3099342","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09493234.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3186567534.pdf","grobid_xml":"https://content.openalex.org/works/W3186567534.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W41949368","https://openalex.org/W1941500786","https://openalex.org/W1968210732","https://openalex.org/W1978288161","https://openalex.org/W1981689130","https://openalex.org/W1983536038","https://openalex.org/W1987347924","https://openalex.org/W1998507421","https://openalex.org/W2003746847","https://openalex.org/W2023522503","https://openalex.org/W2038599037","https://openalex.org/W2040117114","https://openalex.org/W2040980020","https://openalex.org/W2043691447","https://openalex.org/W2043730973","https://openalex.org/W2047622788","https://openalex.org/W2059536960","https://openalex.org/W2071625820","https://openalex.org/W2082985613","https://openalex.org/W2083438692","https://openalex.org/W2083529397","https://openalex.org/W2117666205","https://openalex.org/W2118457689","https://openalex.org/W2120868602","https://openalex.org/W2122967269","https://openalex.org/W2147457295","https://openalex.org/W2170269693","https://openalex.org/W2477591619","https://openalex.org/W2616574817","https://openalex.org/W2625837510","https://openalex.org/W2742573863","https://openalex.org/W2789229902","https://openalex.org/W2797666020","https://openalex.org/W2809734090","https://openalex.org/W2897200569","https://openalex.org/W2917527300","https://openalex.org/W4255654664","https://openalex.org/W6678234463"],"related_works":["https://openalex.org/W2967782293","https://openalex.org/W2185192838","https://openalex.org/W2069961172","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W2165758382","https://openalex.org/W1971939018","https://openalex.org/W3155166764"],"abstract_inverted_index":{"The":[0,48,77,99,115,144,160],"management":[1,38],"of":[2,39,64,84,106,117,137,139,165,177,183],"the":[3,24,37,51,61,82,85,104,118,129,153,163,166,173,180,189],"uncertainty":[4,40,52,187],"existing":[5,41,53],"in":[6,42,54,72,108,133,148,196],"any":[7],"production":[8,20,65,178,190],"system":[9,33,49,78,100,119,154,167,191],"is":[10,34,70,79,120,155],"fundamental":[11],"to":[12,23,102,188,193],"define":[13],"machine":[14,45,75,109,175],"scheduling":[15,46,110,176],"models":[16],"that":[17,59,69,185],"allow":[18],"programming":[19,66],"instances":[21],"attached":[22],"real":[25],"world.":[26],"In":[27],"this":[28],"research,":[29],"a":[30,73,90,123],"generalized":[31],"decision-making":[32,62],"developed":[35],"for":[36],"flow":[43],"shop":[44],"models.":[47],"assessment":[50,182],"internal":[55],"and":[56,68,93,111,135,152,171],"external":[57],"factors":[58],"influence":[60],"process":[63],"experts,":[67],"decisive":[71],"final":[74,174],"scheduling.":[76],"based":[80],"on":[81],"combination":[83],"Fuzzy":[86,124],"Hierarchical":[87,125],"Analysis":[88,126],"Process,":[89],"membership":[91],"analysis,":[92],"an":[94,140,149,158],"Artificial":[95,141],"Neural":[96,142],"Network":[97],"(ANN).":[98],"allows":[101],"concentrate":[103],"experience":[105],"experts":[107],"generalize":[112],"their":[113],"knowledge.":[114],"efficiency":[116,164],"verified":[121],"with":[122],"Process":[127],"Model,":[128],"\u201cANN":[130],"toolbox\u201d":[131],"preloaded":[132],"MATLAB":[134],"variety":[136],"structures":[138],"Network.":[143],"results":[145,161],"are":[146],"validated":[147],"industrial":[150],"application":[151],"contrasted":[156],"against":[157],"expert.":[159],"show":[162],"as":[168],"it":[169],"defines":[170],"predicts":[172],"instances;":[179],"joint":[181],"variables":[184],"add":[186],"allowed":[192],"reduce":[194],"delays":[195],"product":[197],"deliveries.":[198]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}