{"id":"https://openalex.org/W2964739260","doi":"https://doi.org/10.1109/isie.2019.8781464","title":"Improved Genetic Algorithm for the Fuzzy Flowshop Scheduling Problem with Predictive Maintenance Planning","display_name":"Improved Genetic Algorithm for the Fuzzy Flowshop Scheduling Problem with Predictive Maintenance Planning","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2964739260","doi":"https://doi.org/10.1109/isie.2019.8781464","mag":"2964739260"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2019.8781464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2019.8781464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-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/A5073777798","display_name":"Asma Ladj","orcid":"https://orcid.org/0000-0002-1299-2225"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Asma Ladj","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084368465","display_name":"Fatima Benbouzid-Si Tayeb","orcid":"https://orcid.org/0000-0001-7032-8544"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fatima Benbouzid-Si Tayeb","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014220847","display_name":"Christophe Varnier","orcid":"https://orcid.org/0000-0003-3435-4643"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Varnier","raw_affiliation_strings":["Institut FEMTO-ST UMR 6174, ENS2M, CNRS Univ. Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France"],"affiliations":[{"raw_affiliation_string":"Institut FEMTO-ST UMR 6174, ENS2M, CNRS Univ. Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France","institution_ids":["https://openalex.org/I2802759292","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001100220","display_name":"Ali Ayoub Dridi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ali Ayoub Dridi","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055253614","display_name":"Nacer Selmane","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nacer Selmane","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Oued Smar, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073777798"],"corresponding_institution_ids":["https://openalex.org/I4210149016"],"apc_list":null,"apc_paid":null,"fwci":0.6526,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75994182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1300","last_page":"1305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9983000159263611,"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":0.9945999979972839,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7812913656234741},{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.7791896462440491},{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"Preventive maintenance","score":0.6576068997383118},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5894613265991211},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5625536441802979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5278418064117432},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4807469844818115},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4762002229690552},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4428875744342804},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.4386501610279083},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3062581419944763},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.293975830078125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2594694495201111},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2088845670223236},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18547502160072327}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7812913656234741},{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.7791896462440491},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.6576068997383118},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5894613265991211},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5625536441802979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5278418064117432},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4807469844818115},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4762002229690552},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4428875744342804},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.4386501610279083},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3062581419944763},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.293975830078125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2594694495201111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2088845670223236},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18547502160072327},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2019.8781464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2019.8781464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1988227855","https://openalex.org/W1994970597","https://openalex.org/W2004512235","https://openalex.org/W2006408358","https://openalex.org/W2031080987","https://openalex.org/W2032719010","https://openalex.org/W2033437970","https://openalex.org/W2036315201","https://openalex.org/W2045186954","https://openalex.org/W2065819816","https://openalex.org/W2090069860","https://openalex.org/W2115953381","https://openalex.org/W2142183404","https://openalex.org/W2156391157","https://openalex.org/W2530577942","https://openalex.org/W2558689348","https://openalex.org/W2592735011","https://openalex.org/W2753802697","https://openalex.org/W2899485917","https://openalex.org/W2912565176","https://openalex.org/W3157106034","https://openalex.org/W4211007335","https://openalex.org/W4256495360","https://openalex.org/W4301173492","https://openalex.org/W6794575470"],"related_works":["https://openalex.org/W2945353313","https://openalex.org/W2792645771","https://openalex.org/W2096415085","https://openalex.org/W1978209048","https://openalex.org/W2888780606","https://openalex.org/W3198285361","https://openalex.org/W2073902607","https://openalex.org/W2044336241","https://openalex.org/W2964739260","https://openalex.org/W4214688370"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"an":[3],"improved":[4],"genetic":[5,60],"algorithm":[6,61,95],"for":[7,79],"the":[8,42,48,93],"fuzzy":[9,56],"permutation":[10,80],"flowshop":[11,81],"scheduling":[12],"problem":[13],"under":[14],"availability":[15],"constraints":[16],"with":[17],"makespan":[18],"criterion.":[19],"Machines":[20],"unavailabilities":[21],"are":[22],"due":[23],"to":[24,38,82,97],"predictive":[25],"maintenance":[26,89],"interventions":[27],"scheduled":[28],"based":[29,64],"on":[30,65,73],"Prognostics":[31],"and":[32,88,100],"Health":[33],"Management":[34],"(PHM)":[35],"results.":[36],"Moreover,":[37],"take":[39],"into":[40],"account":[41],"several":[43],"sources":[44],"of":[45],"uncertainty":[46],"in":[47],"prognosis":[49],"process,":[50],"we":[51,84],"model":[52],"PHM":[53,87],"outputs":[54],"using":[55],"logic.":[57],"The":[58],"proposed":[59,94],"was":[62],"calibrated":[63],"sensitive":[66],"statistical":[67],"analysis.":[68],"Computational":[69],"experiments":[70],"carried":[71],"out":[72],"Taillard":[74],"well":[75],"known":[76],"benchmark":[77],"sets":[78],"which":[83],"add":[85],"both":[86],"data,":[90],"show":[91],"that":[92],"seems":[96],"be":[98],"efficient":[99],"effective.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}