{"id":"https://openalex.org/W2979899262","doi":"https://doi.org/10.1109/tcyb.2019.2943606","title":"Hybrid Artificial Bee Colony Algorithm for a Parallel Batching Distributed Flow-Shop Problem With Deteriorating Jobs","display_name":"Hybrid Artificial Bee Colony Algorithm for a Parallel Batching Distributed Flow-Shop Problem With Deteriorating Jobs","publication_year":2019,"publication_date":"2019-10-08","ids":{"openalex":"https://openalex.org/W2979899262","doi":"https://doi.org/10.1109/tcyb.2019.2943606","mag":"2979899262","pmid":"https://pubmed.ncbi.nlm.nih.gov/31603832"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2019.2943606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2943606","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jun-Qing Li","orcid":"https://orcid.org/0000-0001-8440-9601"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]},{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-Qing Li","raw_affiliation_strings":["School of Computer Science, Liaocheng University, Liaocheng, China","School of Information and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-8440-9601","affiliations":[{"raw_affiliation_string":"School of Computer Science, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]},{"raw_affiliation_string":"School of Information and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063104738","display_name":"Mei-xian Song","orcid":null},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei-Xian Song","raw_affiliation_strings":["School of Computer Science, Liaocheng University, Liaocheng, China","[School of Computer Science Liaocheng University, Liaocheng, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]},{"raw_affiliation_string":"[School of Computer Science Liaocheng University, Liaocheng, China]","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398661","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0001-8964-6454"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China","Dept. of Automation Tsinghua University Beijing China"],"raw_orcid":"https://orcid.org/0000-0001-8964-6454","affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Dept. of Automation Tsinghua University Beijing China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083815344","display_name":"Peiyong Duan","orcid":"https://orcid.org/0000-0003-4283-4049"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pei-Yong Duan","raw_affiliation_strings":["School of Information and Engineering, Shandong Normal University, Jinan, China","[School of Information and Engineering, Shandong Normal University, Jinan, China]"],"raw_orcid":"https://orcid.org/0000-0003-4283-4049","affiliations":[{"raw_affiliation_string":"School of Information and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"[School of Information and Engineering, Shandong Normal University, Jinan, China]","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010598164","display_name":"Yuyan Han","orcid":"https://orcid.org/0000-0001-8963-5421"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Yan Han","raw_affiliation_strings":["School of Computer Science, Liaocheng University, Liaocheng, China","[School of Computer Science Liaocheng University, Liaocheng, China]"],"raw_orcid":"https://orcid.org/0000-0001-8963-5421","affiliations":[{"raw_affiliation_string":"School of Computer Science, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]},{"raw_affiliation_string":"[School of Computer Science Liaocheng University, Liaocheng, China]","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032353812","display_name":"Hongyan Sang","orcid":"https://orcid.org/0000-0001-7476-5039"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong-Yan Sang","raw_affiliation_strings":["School of Computer Science, Liaocheng University, Liaocheng, China","[School of Computer Science Liaocheng University, Liaocheng, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]},{"raw_affiliation_string":"[School of Computer Science Liaocheng University, Liaocheng, China]","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"last","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":["College of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, China","College of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, China#TAB#","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":23.4587,"has_fulltext":false,"cited_by_count":193,"citation_normalized_percentile":{"value":0.99518032,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"50","issue":"6","first_page":"2425","last_page":"2439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9954000115394592,"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/heuristics","display_name":"Heuristics","score":0.7817279100418091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6795621514320374},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.6520218253135681},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6352747678756714},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5731903910636902},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.49648481607437134},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4835938811302185},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.45534074306488037},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.44659748673439026},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.41681358218193054},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3950035870075226},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.31477683782577515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16851338744163513},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15188449621200562}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7817279100418091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6795621514320374},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.6520218253135681},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6352747678756714},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5731903910636902},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49648481607437134},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4835938811302185},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.45534074306488037},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.44659748673439026},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.41681358218193054},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3950035870075226},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.31477683782577515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16851338744163513},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15188449621200562},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001516","descriptor_name":"Bees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001516","descriptor_name":"Bees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001516","descriptor_name":"Bees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2019.2943606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2943606","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:31603832","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31603832","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1431893703","display_name":null,"funder_award_id":"IM201906","funder_id":"https://openalex.org/F4320322501","funder_display_name":"Zhengzhou University of Light Industry"},{"id":"https://openalex.org/G1470154883","display_name":null,"funder_award_id":"61873328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3200838583","display_name":null,"funder_award_id":"61525304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5089319112","display_name":null,"funder_award_id":"61773192","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6005533609","display_name":null,"funder_award_id":"61803192","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322501","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1094566788","https://openalex.org/W1167386377","https://openalex.org/W1498611676","https://openalex.org/W1968863410","https://openalex.org/W1987701417","https://openalex.org/W1988310455","https://openalex.org/W2003584395","https://openalex.org/W2006751452","https://openalex.org/W2006785664","https://openalex.org/W2023130671","https://openalex.org/W2028321901","https://openalex.org/W2049450500","https://openalex.org/W2051324103","https://openalex.org/W2068656629","https://openalex.org/W2073601282","https://openalex.org/W2076009908","https://openalex.org/W2076138483","https://openalex.org/W2096166399","https://openalex.org/W2098477891","https://openalex.org/W2117593136","https://openalex.org/W2121044470","https://openalex.org/W2145296168","https://openalex.org/W2146898501","https://openalex.org/W2171514738","https://openalex.org/W2178125162","https://openalex.org/W2258674730","https://openalex.org/W2327691617","https://openalex.org/W2402736019","https://openalex.org/W2412806478","https://openalex.org/W2460435468","https://openalex.org/W2492287641","https://openalex.org/W2548247350","https://openalex.org/W2557854731","https://openalex.org/W2593315535","https://openalex.org/W2609798607","https://openalex.org/W2610897102","https://openalex.org/W2618748045","https://openalex.org/W2624596946","https://openalex.org/W2626698439","https://openalex.org/W2737752609","https://openalex.org/W2746461828","https://openalex.org/W2755152478","https://openalex.org/W2770210025","https://openalex.org/W2773588868","https://openalex.org/W2773680760","https://openalex.org/W2774422817","https://openalex.org/W2791467530","https://openalex.org/W2792243022","https://openalex.org/W2792530480","https://openalex.org/W2793006007","https://openalex.org/W2797880127","https://openalex.org/W2798842672","https://openalex.org/W2799983636","https://openalex.org/W2800828338","https://openalex.org/W2801016318","https://openalex.org/W2806897404","https://openalex.org/W2886143600","https://openalex.org/W2898688448","https://openalex.org/W2913385037","https://openalex.org/W2940015176","https://openalex.org/W4254797483","https://openalex.org/W6678230397"],"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":{"In":[0,24,69,79,137],"this":[1],"article,":[2],"we":[3],"propose":[4],"a":[5,14,39,139],"hybrid":[6],"artificial":[7],"bee":[8,142],"colony":[9],"(ABC)":[10],"algorithm":[11,191],"to":[12,114],"solve":[13],"parallel":[15,64,134],"batching":[16,65,135],"distributed":[17,130],"flow-shop":[18],"problem":[19,116],"(DFSP)":[20],"with":[21],"deteriorating":[22,74],"jobs.":[23],"the":[25,36,46,59,63,70,73,80,92,96,103,106,115,129,146,153,184,189],"considered":[26],"problem,":[27],"there":[28],"are":[29,89,111,126],"two":[30,71,84],"stages":[31],"as":[32],"follows:":[33],"1)":[34],"in":[35,58,198],"first":[37,47],"stage,":[38,61],"DFSP":[40],"is":[41,54,67,77,150,159,192],"studied":[42],"and":[43,56,95,108,118,133,155,172,176,181,204],"2)":[44],"after":[45],"stage":[48],"has":[49],"been":[50],"completed,":[51],"each":[52],"job":[53,75],"transferred":[55],"assembled":[57],"second":[60],"where":[62],"constraint":[66,76],"investigated.":[68],"stages,":[72],"considered.":[78],"proposed":[81,190],"algorithm,":[82],"first,":[83],"types":[85,121],"of":[86,122,188,200],"problem-specific":[87],"heuristics":[88],"proposed,":[90],"namely,":[91],"batch":[93],"assignment":[94],"right-shifting":[97],"heuristics,":[98],"which":[99,161],"can":[100,162],"substantially":[101],"improve":[102],"makespan.":[104],"Next,":[105],"encoding":[107],"decoding":[109],"approaches":[110],"developed":[112],"according":[113],"constraints":[117],"objectives.":[119],"Five":[120],"local":[123,156],"search":[124],"operators":[125],"designed":[127],"for":[128],"flow":[131],"shop":[132],"stages.":[136],"addition,":[138],"novel":[140],"scout":[141],"heuristic":[143],"that":[144,149],"considers":[145],"useful":[147],"information":[148],"collected":[151],"by":[152],"global":[154],"best":[157],"solutions":[158],"investigated,":[160],"enhance":[163],"searching":[164],"performance.":[165],"Finally,":[166],"based":[167],"on":[168],"several":[169,196],"well-known":[170],"benchmarks":[171],"realistic":[173],"industrial":[174],"instances":[175],"via":[177],"comprehensive":[178],"computational":[179],"comparison":[180],"statistical":[182],"analysis,":[183],"highly":[185],"effective":[186],"performance":[187],"favorably":[193],"compared":[194],"against":[195],"algorithms":[197],"terms":[199],"both":[201],"solution":[202],"quality":[203],"population":[205],"diversity.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":33},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":8},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}