{"id":"https://openalex.org/W2079814167","doi":"https://doi.org/10.1109/access.2015.2388486","title":"Solving Distributed and Flexible Job-Shop Scheduling Problems for a Real-World Fastener Manufacturer","display_name":"Solving Distributed and Flexible Job-Shop Scheduling Problems for a Real-World Fastener Manufacturer","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2079814167","doi":"https://doi.org/10.1109/access.2015.2388486","mag":"2079814167"},"language":"en","primary_location":{"id":"doi:10.1109/access.2015.2388486","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2388486","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/07004149.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":null,"license_id":null,"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/ielx7/6287639/6705689/07004149.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004943276","display_name":"Tung-Kuan Liu","orcid":"https://orcid.org/0000-0002-3581-574X"},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tung-Kuan Liu","raw_affiliation_strings":["Institute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055190519","display_name":"Yeh-Peng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yeh-Peng Chen","raw_affiliation_strings":["Institute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113659029","display_name":"Jyh-Horng Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]},{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]},{"id":"https://openalex.org/I4210121532","display_name":"Ministry of Health and Welfare","ror":"https://ror.org/024w0ge69","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210121532","https://openalex.org/I4405257903"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jyh-Horng Chou","raw_affiliation_strings":["Department of Electrical Engineering, National Kaohsiung University of Applied Science, Kaohsiung, Taiwan","Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan","Institute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Kaohsiung University of Applied Science, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I4210121532"]},{"raw_affiliation_string":"Institute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004943276"],"corresponding_institution_ids":["https://openalex.org/I109289231"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.9861,"has_fulltext":true,"cited_by_count":65,"citation_normalized_percentile":{"value":0.94774628,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"1598","last_page":"1606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":1.0,"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":1.0,"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":0.996999979019165,"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":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.7078574895858765},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6165302991867065},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5538722276687622},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4880465269088745},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.44324833154678345},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.4349689185619354},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.42778444290161133},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.42729055881500244},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42226824164390564},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.41582173109054565},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3895120620727539},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3324975073337555},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.214807391166687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16104289889335632},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12703529000282288},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12122061848640442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11998793482780457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7078574895858765},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6165302991867065},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5538722276687622},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4880465269088745},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.44324833154678345},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.4349689185619354},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42778444290161133},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.42729055881500244},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42226824164390564},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.41582173109054565},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3895120620727539},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3324975073337555},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.214807391166687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16104289889335632},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12703529000282288},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12122061848640442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11998793482780457},{"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},{"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.2015.2388486","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2388486","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/07004149.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2956000dd6374f1a945c50efbc3f4329","is_oa":true,"landing_page_url":"https://doaj.org/article/2956000dd6374f1a945c50efbc3f4329","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 2, Pp 1598-1606 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2015.2388486","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2388486","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/07004149.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G3381262396","display_name":null,"funder_award_id":"NSC 102-221-E-151-021-MY3","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"}],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2079814167.pdf","grobid_xml":"https://content.openalex.org/works/W2079814167.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W193809727","https://openalex.org/W1959094974","https://openalex.org/W1987776716","https://openalex.org/W2006491333","https://openalex.org/W2043932195","https://openalex.org/W2048490243","https://openalex.org/W2053131909","https://openalex.org/W2057285547","https://openalex.org/W2059437881","https://openalex.org/W2075766860","https://openalex.org/W2081343181","https://openalex.org/W2145748992","https://openalex.org/W2166900052","https://openalex.org/W2347624691","https://openalex.org/W2367154210","https://openalex.org/W3004796262","https://openalex.org/W3023540311"],"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":{"Over":[0],"the":[1,11,29,59,83,100,103,128,156,165,186,196,199,203,206,219,245,253],"last":[2],"few":[3],"decades,":[4],"there":[5],"has":[6,96],"been":[7,97],"considerable":[8],"concern":[9],"over":[10],"multifactory":[12,54],"manufacturing":[13,47,73],"environments":[14],"owing":[15],"to":[16,35,42,194,210],"globalization.":[17],"Numerous":[18],"studies":[19],"have":[20],"indicated":[21,243],"that":[22,102,145,244],"flexible":[23,46],"job-shop":[24],"scheduling":[25],"problems":[26],"(FJSPs)":[27],"and":[28,31,66,77,201,226,242],"distributed":[30],"FJSPs":[32],"(DFJSPs)":[33],"belong":[34],"NP-hard":[36],"puzzle.":[37],"The":[38,172,215,238],"allocation":[39],"of":[40,61,86,130,158,198,221,229,232],"jobs":[41],"appropriate":[43],"factories":[44],"or":[45,72,112],"units":[48],"is":[49,121,132],"an":[50],"essential":[51],"task":[52],"in":[53,82,99,124,185,202,236],"optimization":[55],"scheduling,":[56],"which":[57],"involves":[58],"consideration":[60],"equipment":[62],"performance,":[63],"technology,":[64],"capacity,":[65],"utilization":[67],"level":[68],"for":[69],"each":[70],"factory":[71],"unit.":[74],"Several":[75],"variables":[76],"constraints":[78],"should":[79],"be":[80,161],"considered":[81],"encoding":[84,106,143,152,258],"problem":[85],"DFJSPs":[87],"when":[88],"using":[89,164],"genetic":[90],"algorithms":[91],"(GAs).":[92],"In":[93,154],"particular,":[94],"it":[95],"reported":[98],"literature":[101],"traditional":[104],"GA":[105,175,248,257],"method":[107],"may":[108],"generate":[109],"infeasible":[110],"solutions":[111],"illegal":[113],"solutions;":[114],"thus,":[115],"a":[116,126,141,150,189,212,233],"specially":[117],"designed":[118],"evolution":[119],"process":[120],"required.":[122],"However,":[123],"such":[125],"process,":[127],"diversity":[129],"chromosomes":[131,159],"lost.":[133],"To":[134],"overcome":[135,252],"this":[136,138],"drawback,":[137],"paper":[139],"proposes":[140],"refined":[142,174,247],"operator":[144],"integrates":[146],"probability":[147],"concepts":[148],"into":[149],"real-parameter":[151],"method.":[153],"addition,":[155],"length":[157],"can":[160],"substantially":[162],"reduced":[163],"proposed":[166,173,246],"algorithm,":[167,200],"thereby,":[168],"saving":[169],"computation":[170],"space.":[171],"algorithm":[176,207,249],"was":[177,192,208],"evaluated":[178],"with":[179,224],"satisfactory":[180,241],"results":[181,239],"through":[182],"two-stage":[183],"validation;":[184],"first":[187],"stage,":[188,205],"classical":[190],"DFJSP":[191],"adopted":[193],"show":[195],"effectiveness":[197],"second":[204],"used":[209],"solve":[211],"real-world":[213,216],"case.":[214],"case":[217],"involved":[218],"use":[220],"historical":[222],"data":[223],"100":[225],"200":[227],"sets":[228],"work":[230],"orders":[231],"fastener":[234],"manufacturer":[235],"Taiwan.":[237],"were":[240],"could":[250],"effectively":[251],"conflicts":[254],"caused":[255],"by":[256],"algorithms.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
