{"id":"https://openalex.org/W4313036432","doi":"https://doi.org/10.1109/case49997.2022.9926440","title":"A dynamic programming-based heuristic algorithm for a flexible job shop scheduling problem of a matrix system in automotive industry","display_name":"A dynamic programming-based heuristic algorithm for a flexible job shop scheduling problem of a matrix system in automotive industry","publication_year":2022,"publication_date":"2022-08-20","ids":{"openalex":"https://openalex.org/W4313036432","doi":"https://doi.org/10.1109/case49997.2022.9926440"},"language":"en","primary_location":{"id":"doi:10.1109/case49997.2022.9926440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case49997.2022.9926440","pdf_url":null,"source":{"id":"https://openalex.org/S4363607892","display_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","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/A5100362666","display_name":"Min\u2010Soo Kim","orcid":"https://orcid.org/0000-0002-5065-0226"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Min-Soo Kim","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100884500","display_name":"Seog\u2010Chan Oh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113932","display_name":"Materials Systems (United States)","ror":"https://ror.org/027smmx64","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seog-Chan Oh","raw_affiliation_strings":["Manufacturing Systems Research Lab,GM R&#x0026;D,Warren,Michigan,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manufacturing Systems Research Lab,GM R&#x0026;D,Warren,Michigan,USA","institution_ids":["https://openalex.org/I4210113932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088523195","display_name":"Eun Hyo Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eun Hyo Chang","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sangheon Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangheon Lee","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110930426","display_name":"James W. Wells","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113932","display_name":"Materials Systems (United States)","ror":"https://ror.org/027smmx64","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James W. Wells","raw_affiliation_strings":["Manufacturing Systems Research Lab,GM R&#x0026;D,Warren,Michigan,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manufacturing Systems Research Lab,GM R&#x0026;D,Warren,Michigan,USA","institution_ids":["https://openalex.org/I4210113932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010265149","display_name":"Jorge Arinez","orcid":"https://orcid.org/0000-0003-4893-6935"},"institutions":[{"id":"https://openalex.org/I4210113932","display_name":"Materials Systems (United States)","ror":"https://ror.org/027smmx64","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jorge Arinez","raw_affiliation_strings":["Manufacturing Systems Research Lab,GM R&#x0026;D,Warren,Michigan,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manufacturing Systems Research Lab,GM R&#x0026;D,Warren,Michigan,USA","institution_ids":["https://openalex.org/I4210113932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012203130","display_name":"Young Jae Jang","orcid":"https://orcid.org/0000-0002-2342-1444"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Jae Jang","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST),Department of Industrial and Systems Engineering,Daejeon,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100362666"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":2.4155,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90061898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"777","last_page":"782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9975000023841858,"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":0.9965000152587891,"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/automotive-industry","display_name":"Automotive industry","score":0.7138099074363708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6988365054130554},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6001485586166382},{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.6000475883483887},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5539323091506958},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.501384973526001},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5003812313079834},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4974091351032257},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4833793044090271},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.46402910351753235},{"id":"https://openalex.org/keywords/flexible-manufacturing-system","display_name":"Flexible manufacturing system","score":0.4199136793613434},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3945038914680481},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39034852385520935},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.2526610791683197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17606204748153687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11861872673034668},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.1076284646987915},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.1056717038154602},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10061931610107422},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08923861384391785}],"concepts":[{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.7138099074363708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6988365054130554},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6001485586166382},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.6000475883483887},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5539323091506958},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.501384973526001},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5003812313079834},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4974091351032257},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4833793044090271},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.46402910351753235},{"id":"https://openalex.org/C2777869240","wikidata":"https://www.wikidata.org/wiki/Q1424398","display_name":"Flexible manufacturing system","level":3,"score":0.4199136793613434},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3945038914680481},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39034852385520935},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.2526610791683197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17606204748153687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11861872673034668},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.1076284646987915},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.1056717038154602},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10061931610107422},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08923861384391785},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/case49997.2022.9926440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case49997.2022.9926440","pdf_url":null,"source":{"id":"https://openalex.org/S4363607892","display_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2994696323","https://openalex.org/W2102408086","https://openalex.org/W2002045200","https://openalex.org/W1564956001","https://openalex.org/W2163737228","https://openalex.org/W3138136506","https://openalex.org/W2339318763","https://openalex.org/W1560876433","https://openalex.org/W2379294077","https://openalex.org/W4313036432"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,32,40,62,127,142],"dynamic":[3,137],"programming-based":[4],"heuristic":[5,143],"algorithm":[6,144,155,170],"for":[7,119],"selecting":[8],"the":[9,48,97,103,106,113,120,132,153,165,168],"next":[10],"task":[11],"of":[12,105,167],"in-process":[13],"cars":[14],"in":[15],"automotive":[16],"assembly":[17,50],"plants.":[18,107],"As":[19],"car":[20,64],"production":[21,34,37,172],"demand":[22],"diversifies,":[23],"manufacturing":[24,42],"processes":[25],"require":[26,78],"high":[27],"flexibility.":[28],"An":[29],"alternative":[30],"to":[31,61,71,91,145],"conventional":[33],"line,":[35],"matrix-structured":[36],"system":[38],"provides":[39],"flexible":[41,121],"environment.":[43],"In":[44,108],"this":[45,109],"system,":[46],"until":[47],"final":[49],"operation":[51],"is":[52,59,96],"completed,":[53],"each":[54],"autonomous":[55],"mobile":[56],"robot":[57],"(AMR)":[58],"assigned":[60],"single":[63,128],"body":[65],"and":[66,81,94,130],"transports":[67],"among":[68],"various":[69,158],"workstations":[70,93],"accomplish":[72],"its":[73],"given":[74],"operations.":[75],"These":[76],"operations":[77,95],"sequential":[79],"procedure":[80],"can":[82],"be":[83],"performed":[84],"at":[85],"multiple":[86,148],"workstations.":[87],"Therefore,":[88],"assigning":[89],"AMRs":[90],"appropriate":[92],"key":[98],"decision":[99,115],"making":[100],"that":[101],"determines":[102],"capacity":[104],"paper,":[110],"we":[111,140,163],"formulate":[112],"Markov":[114],"process":[116],"(MDP)":[117],"model":[118],"job":[122],"shop":[123],"scheduling":[124,169],"problem":[125],"with":[126,147],"AMR":[129],"get":[131],"optimal":[133],"policy":[134],"by":[135,156],"applying":[136],"programming.":[138],"Moreover,":[139],"suggest":[141],"deal":[146],"AMRs.":[149],"We,":[150],"then,":[151],"validate":[152],"proposed":[154],"comparing":[157],"algorithms":[159],"using":[160],"simulation.":[161],"Finally,":[162],"analyze":[164],"effect":[166],"on":[171],"capacity.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}
