{"id":"https://openalex.org/W3212586328","doi":"https://doi.org/10.1109/tii.2021.3128405","title":"KMOEA: A Knowledge-Based Multiobjective Algorithm for Distributed Hybrid Flow Shop in a Prefabricated System","display_name":"KMOEA: A Knowledge-Based Multiobjective Algorithm for Distributed Hybrid Flow Shop in a Prefabricated System","publication_year":2021,"publication_date":"2021-11-16","ids":{"openalex":"https://openalex.org/W3212586328","doi":"https://doi.org/10.1109/tii.2021.3128405","mag":"3212586328"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2021.3128405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3128405","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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":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 Information and Engineering, Shandong Normal University, Jinan, China","School of Computer Science, Liaocheng University, Liaocheng, China"],"raw_orcid":"https://orcid.org/0000-0001-8440-9601","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 Computer Science, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365893","display_name":"Xiaolong Chen","orcid":"https://orcid.org/0000-0002-9401-4299"},"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":"Xiao-Long Chen","raw_affiliation_strings":["School of Information and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"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/A5083815344","display_name":"Peiyong Duan","orcid":"https://orcid.org/0000-0003-4283-4049"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pei-Yong Duan","raw_affiliation_strings":["School of Mathematics and Information Sciences, Yantai University, Yantai, China"],"raw_orcid":"https://orcid.org/0000-0003-4283-4049","affiliations":[{"raw_affiliation_string":"School of Mathematics and Information Sciences, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112857816","display_name":"Jianhui Mou","orcid":"https://orcid.org/0009-0007-1969-7142"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Hui Mou","raw_affiliation_strings":["School of Mechanical Electrical and Automotive Engineering, Yantai University, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Electrical and Automotive Engineering, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.2226,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.98623429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"18","issue":"8","first_page":"5318","last_page":"5329"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.8136430978775024},{"id":"https://openalex.org/keywords/variable-neighborhood-search","display_name":"Variable neighborhood search","score":0.6552321910858154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6438295841217041},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.6355432271957397},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.587748110294342},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5852382183074951},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.5388680696487427},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5178742408752441},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4593402147293091},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.45724108815193176},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.44085007905960083},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.42988133430480957},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.42490899562835693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2091587483882904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1935712695121765},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.16222533583641052},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.10989463329315186}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8136430978775024},{"id":"https://openalex.org/C2776435737","wikidata":"https://www.wikidata.org/wiki/Q7915703","display_name":"Variable neighborhood search","level":3,"score":0.6552321910858154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6438295841217041},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.6355432271957397},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.587748110294342},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5852382183074951},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.5388680696487427},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5178742408752441},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4593402147293091},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.45724108815193176},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.44085007905960083},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.42988133430480957},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.42490899562835693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2091587483882904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1935712695121765},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.16222533583641052},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.10989463329315186},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2021.3128405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3128405","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[{"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"},{"id":"https://openalex.org/G8113203457","display_name":null,"funder_award_id":"62173216","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2008242078","https://openalex.org/W2013926554","https://openalex.org/W2022485595","https://openalex.org/W2072661909","https://openalex.org/W2112912151","https://openalex.org/W2120091775","https://openalex.org/W2138913627","https://openalex.org/W2143381319","https://openalex.org/W2153654820","https://openalex.org/W2514760288","https://openalex.org/W2751605210","https://openalex.org/W2767385754","https://openalex.org/W2783781089","https://openalex.org/W2792765706","https://openalex.org/W2803896320","https://openalex.org/W2912874687","https://openalex.org/W2918702815","https://openalex.org/W2980432255","https://openalex.org/W2998765444","https://openalex.org/W3000727691","https://openalex.org/W3005991643","https://openalex.org/W3008810219","https://openalex.org/W3026367807","https://openalex.org/W3046997532","https://openalex.org/W3100195331","https://openalex.org/W3122687534","https://openalex.org/W3129552775","https://openalex.org/W3131446869","https://openalex.org/W3157144942","https://openalex.org/W3158941987","https://openalex.org/W3159449736"],"related_works":["https://openalex.org/W1776480121","https://openalex.org/W1980080607","https://openalex.org/W2006671471","https://openalex.org/W4367051365","https://openalex.org/W2028764438","https://openalex.org/W2558433659","https://openalex.org/W2029397249","https://openalex.org/W2808482843","https://openalex.org/W2900095789","https://openalex.org/W2034702700"],"abstract_inverted_index":{"In":[0,29],"this":[1],"article,":[2],"a":[3,19,38,98,117,126],"distributed":[4],"hybrid":[5],"flow":[6],"shop":[7],"scheduling":[8],"problem":[9],"with":[10,37,92],"variable":[11],"speed":[12,50,118],"constraints":[13],"is":[14,27,35,87,90,103,123,138],"considered.":[15],"To":[16,111],"solve":[17],"it,":[18],"knowledge-based":[20],"adaptive":[21],"reference":[22],"points":[23],"multiobjective":[24],"algorithm":[25],"(KMOEA)":[26],"developed.":[28],"the":[30,42,64,68,72,75,113,133,142,147],"proposed":[31,148],"algorithm,":[32,73],"each":[33],"solution":[34],"represented":[36],"3-D":[39],"vector,":[40],"where":[41],"factory":[43],"assignment,":[44,46],"machine":[45],"operation":[47],"scheduling,":[48],"and":[49,78,144],"setting":[51],"are":[52,58,61],"encoded.":[53],"Then,":[54],"four":[55],"problem-specific":[56],"lemmas":[57],"proposed,":[59],"which":[60,89],"used":[62],"as":[63],"knowledge":[65],"to":[66,105,140],"guide":[67],"main":[69],"components":[70],"of":[71,128,146],"including":[74],"initialization,":[76],"global,":[77],"local":[79,114,120],"search":[80,115,121],"procedures.":[81],"Next,":[82],"an":[83],"efficient":[84],"initialization":[85,95],"approach":[86],"presented,":[88],"embedded":[91],"several":[93],"problem-related":[94],"rules.":[96],"Furthermore,":[97],"novel":[99],"Pareto-based":[100],"crossover":[101],"heuristic":[102],"designed":[104],"learn":[106],"from":[107],"more":[108],"promising":[109],"solutions.":[110],"enhance":[112],"abilities,":[116],"adjustment":[119],"method":[122],"investigated.":[124],"Finally,":[125],"set":[127],"instances":[129],"generated":[130],"based":[131],"on":[132],"realistic":[134],"prefabricated":[135],"production":[136],"system":[137],"tested":[139],"verify":[141],"efficiency":[143],"effectiveness":[145],"algorithm.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
