{"id":"https://openalex.org/W4405521362","doi":"https://doi.org/10.1109/tevc.2024.3519774","title":"Matrix and Learning-Assisted Distributed Dual-Space Memetic Algorithm for Customized Distributed Blocking Flowshop Scheduling Problem","display_name":"Matrix and Learning-Assisted Distributed Dual-Space Memetic Algorithm for Customized Distributed Blocking Flowshop Scheduling Problem","publication_year":2024,"publication_date":"2024-12-18","ids":{"openalex":"https://openalex.org/W4405521362","doi":"https://doi.org/10.1109/tevc.2024.3519774"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3519774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3519774","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/A5100459822","display_name":"Guanghui Zhang","orcid":"https://orcid.org/0000-0002-4766-4758"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Zhang","raw_affiliation_strings":["School of Information Science and Technology, Hebei Agricultural University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-4766-4758","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092105791","display_name":"Juan Wang","orcid":"https://orcid.org/0009-0007-3851-2908"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Wang","raw_affiliation_strings":["School of Information Science and Technology, Hebei Agricultural University, Baoding, China"],"raw_orcid":"https://orcid.org/0009-0007-3851-2908","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357399","display_name":"Lijie Zhang","orcid":"https://orcid.org/0000-0001-5277-9288"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijie Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering and the Intelligent Agricultural Equipment Technology Innovation Center of Hebei, Hebei Agricultural University, Baoding, China","School of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0001-5277-9288","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering and the Intelligent Agricultural Equipment Technology Innovation Center of Hebei, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002722983","display_name":"Qianlong Dang","orcid":"https://orcid.org/0000-0001-9295-1361"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianlong Dang","raw_affiliation_strings":["College of Science, Northwest A &#x0026; F University, Yangling, China","College of Science, Northwest A and F University, Yangling, China"],"raw_orcid":"https://orcid.org/0000-0001-9295-1361","affiliations":[{"raw_affiliation_string":"College of Science, Northwest A &#x0026; F University, Yangling, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"College of Science, Northwest A and F University, Yangling, China","institution_ids":["https://openalex.org/I89652312"]}]},{"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"],"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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071638530","display_name":"Keyi Xing","orcid":"https://orcid.org/0000-0002-9843-7467"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyi Xing","raw_affiliation_strings":["State Key Laboratory for Manufacturing System Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing System Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8443,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78002172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"29","issue":"6","first_page":"2686","last_page":"2699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9952999949455261,"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":0.9952999949455261,"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":0.9559999704360962,"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.7839455604553223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.654268741607666},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6140360832214355},{"id":"https://openalex.org/keywords/blocking","display_name":"Blocking (statistics)","score":0.5815073251724243},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5352623462677002},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5280312299728394},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4988396167755127},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4729696810245514},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4386010766029358},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.433085173368454},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.4302327036857605},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.4254893660545349},{"id":"https://openalex.org/keywords/dual-mode","display_name":"Dual mode","score":0.4120076894760132},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3277208209037781},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2979229688644409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25999367237091064},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.24716240167617798},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0977722704410553},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08345434069633484}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.7839455604553223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.654268741607666},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6140360832214355},{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.5815073251724243},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5352623462677002},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5280312299728394},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4988396167755127},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4729696810245514},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4386010766029358},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.433085173368454},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.4302327036857605},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.4254893660545349},{"id":"https://openalex.org/C3019325349","wikidata":"https://www.wikidata.org/wiki/Q3874753","display_name":"Dual mode","level":2,"score":0.4120076894760132},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3277208209037781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2979229688644409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25999367237091064},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.24716240167617798},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0977722704410553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08345434069633484},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3519774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3519774","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":[],"awards":[{"id":"https://openalex.org/G2059614971","display_name":null,"funder_award_id":"F2024204007","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G716902736","display_name":null,"funder_award_id":"62273193","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/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1831950995","https://openalex.org/W1963526825","https://openalex.org/W2008434012","https://openalex.org/W2051324103","https://openalex.org/W2073601282","https://openalex.org/W2088303535","https://openalex.org/W2098201036","https://openalex.org/W2100004220","https://openalex.org/W2104274529","https://openalex.org/W2122510010","https://openalex.org/W2146898501","https://openalex.org/W2156773695","https://openalex.org/W2169934304","https://openalex.org/W2262063692","https://openalex.org/W2514388731","https://openalex.org/W2527918309","https://openalex.org/W2726955414","https://openalex.org/W2743270542","https://openalex.org/W2770210025","https://openalex.org/W2792054074","https://openalex.org/W2792243022","https://openalex.org/W2890162907","https://openalex.org/W2981943969","https://openalex.org/W3039349443","https://openalex.org/W3093826929","https://openalex.org/W3096220490","https://openalex.org/W3112474447","https://openalex.org/W3124449569","https://openalex.org/W3145668376","https://openalex.org/W3155207121","https://openalex.org/W3159390405","https://openalex.org/W3193447528","https://openalex.org/W3193575928","https://openalex.org/W3195354597","https://openalex.org/W3195920364","https://openalex.org/W3203275924","https://openalex.org/W3211824042","https://openalex.org/W3217090996","https://openalex.org/W4205569242","https://openalex.org/W4206820958","https://openalex.org/W4211086636","https://openalex.org/W4283458668","https://openalex.org/W4285403416","https://openalex.org/W4296004260","https://openalex.org/W4296349069","https://openalex.org/W4296848629","https://openalex.org/W4304843050","https://openalex.org/W4308057273","https://openalex.org/W4313518248","https://openalex.org/W4316038362","https://openalex.org/W4319264684","https://openalex.org/W4379739787"],"related_works":["https://openalex.org/W2056356393","https://openalex.org/W2904131175","https://openalex.org/W115040951","https://openalex.org/W4242383018","https://openalex.org/W2077418700","https://openalex.org/W2102350580","https://openalex.org/W2095089069","https://openalex.org/W4211189042","https://openalex.org/W4211145153","https://openalex.org/W2097377934"],"abstract_inverted_index":{"Compared":[0],"to":[1,88,112],"existing":[2],"distributed":[3,37,105],"flowshop":[4],"scheduling":[5],"problems":[6],"(DFSPs),":[7],"this":[8,97],"article":[9],"addresses":[10],"a":[11,85,100,124,156,188,193,200],"more":[12],"realistic":[13],"DFSP,":[14],"which":[15,167],"further":[16],"integrates":[17],"intermachine":[18],"blocking":[19,38],"constraints":[20],"and":[21,28,46,65,78,81,102,181,199,215,223],"two":[22],"customized":[23],"processing":[24],"stages":[25],"of":[26,74,164,233,245],"assembly":[27,41],"differentiation.":[29],"The":[30,160,239],"manufacturing":[31],"process":[32],"includes":[33],"job":[34],"fabrication":[35],"in":[36,150,176,182],"flowshops,":[39],"job-to-product":[40],"on":[42,49,96,230,235],"an":[43,217],"assembling":[44],"machine,":[45],"product":[47],"fine-processing":[48],"differentiation":[50],"machines.":[51],"A":[52],"novel":[53],"evolutionary":[54,98,158,190,210],"framework":[55,70],"is":[56,110,121,147,174,227],"proposed,":[57],"including":[58,192],"continuous":[59,152,222],"space":[60,63,154,186],"exploration,":[61],"discrete":[62,171,184,224],"exploitation,":[64,216],"dual-space":[66,79,106],"knowledge":[67,219],"migration.":[68],"This":[69],"has":[71],"advanced":[72],"features":[73],"distribution,":[75],"memetic":[76,107],"evolution,":[77],"coevolution,":[80],"can":[82],"serve":[83],"as":[84,123,131,170],"unified":[86],"model":[87],"construct":[89],"algorithms":[90],"for":[91],"different":[92,132],"optimization":[93],"problems.":[94],"Based":[95],"framework,":[99],"matrix":[101],"learning":[103],"assisted":[104],"algorithm":[108],"(DDMA)":[109],"proposed":[111,228],"address":[113],"the":[114,151,183,208,231,236,243],"studied":[115],"problem.":[116],"In":[117,140],"DDMA,":[118],"exploratory":[119,145,179],"population":[120,146,162,180,237],"represented":[122,169],"real-valued":[125],"matrix,":[126],"where":[127],"individuals":[128],"are":[129,168],"defined":[130],"identities":[133],"that":[134],"will":[135],"dynamically":[136],"adjust":[137],"with":[138,142,178],"evolution.":[139],"accordance":[141],"identity":[143],"differences,":[144],"heterogeneously":[148],"evolved":[149,175],"search":[153,185,198,225],"by":[155,187,213],"matrix-assisted":[157],"optimizer.":[159],"exploitative":[161],"consists":[163],"elite":[165],"individuals,":[166],"permutations.":[172],"It":[173],"parallel":[177],"learning-assisted":[189],"optimizer,":[191],"reinforcement":[194],"learning-based":[195,202],"multineighborhood":[196],"local":[197,204],"statistical":[201],"enhanced":[203],"search.":[205],"To":[206],"communicate":[207],"superior":[209],"information":[211],"obtained":[212],"exploration":[214],"adaptive":[218],"migration":[220,234],"across":[221],"spaces":[226],"based":[229],"impact":[232],"diversity.":[238],"computational":[240],"results":[241],"demonstrate":[242],"superiority":[244],"DDMA":[246],"over":[247],"state-of-the-art":[248],"algorithms.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
