{"id":"https://openalex.org/W4401567670","doi":"https://doi.org/10.1109/tevc.2024.3443874","title":"An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging","display_name":"An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging","publication_year":2024,"publication_date":"2024-08-14","ids":{"openalex":"https://openalex.org/W4401567670","doi":"https://doi.org/10.1109/tevc.2024.3443874"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3443874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3443874","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Evolutionary Computation","raw_type":"journal-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/A5030476246","display_name":"Xin-Rui Tao","orcid":"https://orcid.org/0000-0003-3181-5993"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin-Rui Tao","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3181-5993","affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082315337","display_name":"Quan-Ke Pan","orcid":"https://orcid.org/0000-0002-5022-7946"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan-Ke Pan","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5022-7946","affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017886286","display_name":"Liang Gao","orcid":"https://orcid.org/0000-0002-1485-0722"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Gao","raw_affiliation_strings":["State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","State Key Lab of Intelligent Manufacturing Equipment and Technology in Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1485-0722","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"State Key Lab of Intelligent Manufacturing Equipment and Technology in Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030476246"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":17.3864,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.99469359,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"29","issue":"3","first_page":"589","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.998199999332428,"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":0.998199999332428,"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/T14011","display_name":"Elevator Systems and Control","score":0.9901000261306763,"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"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9900000095367432,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.6351711750030518},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6149117350578308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660473704338074},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5082589983940125},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.4439968466758728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39375126361846924},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3817461431026459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3160717189311981}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6351711750030518},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6149117350578308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660473704338074},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5082589983940125},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.4439968466758728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39375126361846924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3817461431026459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3160717189311981},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3443874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3443874","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6299999952316284,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G146811823","display_name":null,"funder_award_id":"62273221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4882439535","display_name":null,"funder_award_id":"21XD1401000","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"},{"id":"https://openalex.org/G6089626482","display_name":null,"funder_award_id":"61973203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320317306","display_name":"Shanghai Key Laboratory of Power Station Automation Technology","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2138913627","https://openalex.org/W2768102642","https://openalex.org/W2801016318","https://openalex.org/W3024662528","https://openalex.org/W3034462283","https://openalex.org/W3037890580","https://openalex.org/W3088906353","https://openalex.org/W3089152325","https://openalex.org/W3176897893","https://openalex.org/W3194871405","https://openalex.org/W3195920364","https://openalex.org/W3201612288","https://openalex.org/W3205671243","https://openalex.org/W3212586328","https://openalex.org/W4211086636","https://openalex.org/W4220976805","https://openalex.org/W4220994423","https://openalex.org/W4223925332","https://openalex.org/W4288048318","https://openalex.org/W4290706299","https://openalex.org/W4307835624","https://openalex.org/W4313137077","https://openalex.org/W4315476324","https://openalex.org/W4320351800","https://openalex.org/W4323352982","https://openalex.org/W4361861314","https://openalex.org/W4362704161","https://openalex.org/W4366490183","https://openalex.org/W4375928622","https://openalex.org/W4377000442","https://openalex.org/W4380925176","https://openalex.org/W4381887751","https://openalex.org/W4385899584","https://openalex.org/W4386852082","https://openalex.org/W4387335068","https://openalex.org/W4388145540","https://openalex.org/W4388207488","https://openalex.org/W4388347568","https://openalex.org/W4389247267","https://openalex.org/W4390075227","https://openalex.org/W4390727050","https://openalex.org/W4390812068","https://openalex.org/W4390990665","https://openalex.org/W4391791355","https://openalex.org/W4392435326"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2389640906","https://openalex.org/W4312077400"],"abstract_inverted_index":{"The":[0,56],"distributed":[1],"hybrid":[2],"flowshop":[3],"scheduling":[4],"problems":[5],"(DHFSPs)":[6],"widely":[7],"exist":[8],"in":[9,130],"various":[10],"industrial":[11],"production":[12,120],"processes,":[13],"and":[14,28,46,49,70],"thus":[15],"have":[16],"received":[17],"widespread":[18],"attention.":[19],"However,":[20],"the":[21,61,89,93,110,113,124],"existing":[22],"research":[23],"mainly":[24],"focuses":[25],"on":[26,64,82,102,118],"interfactory":[27],"intermachine":[29],"collaboration,":[30],"but":[31],"ignores":[32],"collaborative":[33],"processing":[34],"between":[35],"jobs.":[36],"Therefore,":[37],"this":[38],"article":[39],"considers":[40],"rescheduling":[41],"DHFSP":[42],"with":[43],"job":[44,74],"merging":[45,75],"reworking":[47],"(DHFRPJM)":[48],"establishes":[50],"a":[51,67,103],"mixed-integer":[52],"linear":[53],"programming":[54],"model.":[55],"objective":[57],"is":[58,85],"to":[59,87],"minimize":[60],"makespan.":[62],"Based":[63],"problem-specific":[65],"knowledge,":[66],"decoding":[68],"heuristic":[69],"initialization":[71],"strategy":[72,80,100],"considering":[73],"are":[76],"designed.":[77],"An":[78],"acceleration":[79],"based":[81,101,117],"critical":[83],"path":[84],"adopted":[86],"save":[88],"computational":[90],"effort":[91],"of":[92,112],"iterated":[94],"greedy":[95],"algorithm.":[96,114],"A":[97],"local":[98],"search":[99],"deep":[104],"reinforcement":[105],"learning":[106],"algorithm":[107,126],"further":[108],"improves":[109],"performance":[111],"Experimental":[115],"results":[116],"actual":[119],"data":[121],"show":[122],"that":[123],"proposed":[125],"outperforms":[127],"other":[128],"algorithms":[129],"closely":[131],"related":[132],"literature.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":12}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
