{"id":"https://openalex.org/W2967542457","doi":"https://doi.org/10.1109/cec.2019.8790017","title":"Migrating Birds Optimization for Lot-streaming flow shop scheduling problem","display_name":"Migrating Birds Optimization for Lot-streaming flow shop scheduling problem","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2967542457","doi":"https://doi.org/10.1109/cec.2019.8790017","mag":"2967542457"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2019.8790017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","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/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":"Yuyan Han","raw_affiliation_strings":["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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100623231","display_name":"Junqing Li","orcid":"https://orcid.org/0000-0002-3617-6708"},"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":"Junqing Li","raw_affiliation_strings":["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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726685","display_name":"Yiping Liu","orcid":"https://orcid.org/0000-0001-7340-2551"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yiping Liu","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110647644","display_name":"Zhi-xin Zheng","orcid":"https://orcid.org/0000-0002-1230-2861"},"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":"Zhixin Zheng","raw_affiliation_strings":["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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066955251","display_name":"Yuxia Pan","orcid":"https://orcid.org/0000-0002-1975-8001"},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxia Pan","raw_affiliation_strings":["School of Information Intelligence Engineeringe, University of Sanya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Intelligence Engineeringe, University of Sanya","institution_ids":["https://openalex.org/I4210149102"]}]},{"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":"Hongyan Sang","raw_affiliation_strings":["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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339060","display_name":"Lili Liu","orcid":"https://orcid.org/0000-0003-4403-3755"},"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":"Lili Liu","raw_affiliation_strings":["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"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2133,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60623525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"34","issue":null,"first_page":"667","last_page":"672"},"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":0.9940000176429749,"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":0.9926000237464905,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.8100529909133911},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.7771142721176147},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7301653027534485},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6765474677085876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.632426917552948},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.4970407783985138},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.48545771837234497},{"id":"https://openalex.org/keywords/swap","display_name":"Swap (finance)","score":0.4630001187324524},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.436786025762558},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43389129638671875},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3335038721561432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22828269004821777},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.17330819368362427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11745083332061768}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.8100529909133911},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.7771142721176147},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7301653027534485},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6765474677085876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.632426917552948},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4970407783985138},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.48545771837234497},{"id":"https://openalex.org/C99821215","wikidata":"https://www.wikidata.org/wiki/Q1136583","display_name":"Swap (finance)","level":2,"score":0.4630001187324524},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.436786025762558},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43389129638671875},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3335038721561432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22828269004821777},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.17330819368362427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11745083332061768},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"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/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/cec.2019.8790017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1515010119","https://openalex.org/W1981123047","https://openalex.org/W1981618184","https://openalex.org/W2003584395","https://openalex.org/W2004512235","https://openalex.org/W2006592884","https://openalex.org/W2020483114","https://openalex.org/W2045571633","https://openalex.org/W2059905790","https://openalex.org/W2079003114","https://openalex.org/W2082717037","https://openalex.org/W2090069860","https://openalex.org/W2254415770","https://openalex.org/W2756691671","https://openalex.org/W2768102642","https://openalex.org/W2792530480","https://openalex.org/W6631046533","https://openalex.org/W6692029948"],"related_works":["https://openalex.org/W2967782293","https://openalex.org/W2185192838","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2069961172","https://openalex.org/W26892725","https://openalex.org/W2559484340","https://openalex.org/W2165758382","https://openalex.org/W1971939018","https://openalex.org/W3155166764"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,89],"novel":[4],"migrating":[5,71],"birds":[6],"optimization":[7],"(NMBO)":[8],"algorithm":[9,23,126,151],"for":[10,68,152],"solving":[11],"the":[12,43,69,78,101,108,117,133,145,148,153],"lot-streaming":[13,135,154],"flowshop":[14],"scheduling":[15,157],"problem":[16],"with":[17,54,88,116,159],"minimizing":[18],"makespan.":[19],"The":[20,139],"proposed":[21,149],"NMBO":[22,113,150],"utilizes":[24],"discrete":[25,119],"job":[26,52],"permutations":[27],"to":[28,41,65,83,106],"represent":[29],"solutions,":[30],"and":[31,38,58,94,127,142],"applies":[32],"multiple":[33],"neighborhoods":[34],"based":[35,76,99,131],"on":[36,77,100,132],"insert":[37,102],"swap":[39],"operators":[40],"improve":[42,107],"leading":[44],"solution.":[45],"Two":[46],"new":[47],"crossover":[48,62],"operators,":[49],"i.e.,":[50],"similar":[51,59],"order":[53,61],"artificial":[55],"chromosome":[56],"crossover,":[57],"block":[60],"are":[63],"employed":[64],"obtain":[66],"solutions":[67],"rest":[70],"birds.":[72],"An":[73],"initialization":[74],"scheme":[75],"problem-specific":[79],"heuristics":[80],"is":[81,104,114],"presented":[82],"generate":[84],"an":[85],"initial":[86],"population":[87],"certain":[90],"level":[91],"of":[92,124,147],"quality":[93],"diversity.":[95],"A":[96],"local":[97,110],"search":[98],"neighborhood":[103],"embedded":[105],"algorithm's":[109],"exploitation":[111],"ability.":[112],"compared":[115],"existing":[118],"invasive":[120],"weed":[121],"optimization,":[122],"estimation":[123],"distribution":[125],"modified":[128],"MBO":[129],"algorithms":[130],"well-known":[134],"flow":[136,155],"shop":[137,156],"benchmark.":[138],"computational":[140],"results":[141],"comparison":[143],"demonstrate":[144],"superiority":[146],"problems":[158],"makespan":[160],"criterion.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
