{"id":"https://openalex.org/W3027389929","doi":"https://doi.org/10.1109/access.2020.2996305","title":"Memetic Algorithm With Meta-Lamarckian Learning and Simplex Search for Distributed Flexible Assembly Permutation Flowshop Scheduling Problem","display_name":"Memetic Algorithm With Meta-Lamarckian Learning and Simplex Search for Distributed Flexible Assembly Permutation Flowshop Scheduling Problem","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3027389929","doi":"https://doi.org/10.1109/access.2020.2996305","mag":"3027389929"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2996305","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2996305","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09097581.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09097581.pdf","any_repository_has_fulltext":true},"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"]},{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]},{"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":true,"raw_author_name":"Guanghui Zhang","raw_affiliation_strings":["School of Geomatics Science and Technology, Nanjing Tech University, Nanjing, China","School of Information Science and Technology, Hebei Agricultural University, Baoding, China","State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi\u2019an Jiaotong University, Xi\u2019an, China","State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-4766-4758","affiliations":[{"raw_affiliation_string":"School of Geomatics Science and Technology, Nanjing Tech University, Nanjing, China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"School of Information Science and Technology, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","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 Systems Engineering, and Systems Engineering Institute, Xi\u2019an Jiaotong University, Xi\u2019an, China","State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001420166","display_name":"Guangyun Zhang","orcid":"https://orcid.org/0000-0003-2183-9553"},"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"]},{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]},{"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":"Guangyun Zhang","raw_affiliation_strings":["School of Geomatics Science and Technology, Nanjing Tech University, Nanjing, China","School of Information Science and Technology, Hebei Agricultural University, Baoding, China","State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi\u2019an Jiaotong University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geomatics Science and Technology, Nanjing Tech University, Nanjing, China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"School of Information Science and Technology, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, and Systems Engineering Institute, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042951311","display_name":"Zhenxue He","orcid":"https://orcid.org/0000-0001-7041-8582"},"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":"Zhenxue He","raw_affiliation_strings":["School of Information Science and Technology, Hebei Agricultural University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0001-7041-8582","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100459822"],"corresponding_institution_ids":["https://openalex.org/I108160477","https://openalex.org/I134687103","https://openalex.org/I87445476"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.7931,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93720312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"96115","last_page":"96128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":1.0,"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":1.0,"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":0.9986000061035156,"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":0.9983000159263611,"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":0.8896703720092773},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7783054113388062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7336212992668152},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5556678771972656},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5410053133964539},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4671793580055237},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4564937651157379},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.44432011246681213},{"id":"https://openalex.org/keywords/simplex-algorithm","display_name":"Simplex algorithm","score":0.43963363766670227},{"id":"https://openalex.org/keywords/simplex","display_name":"Simplex","score":0.4331156015396118},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4182708263397217},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1522890031337738},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.11679732799530029}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.8896703720092773},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7783054113388062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336212992668152},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5556678771972656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5410053133964539},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4671793580055237},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4564937651157379},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.44432011246681213},{"id":"https://openalex.org/C144521790","wikidata":"https://www.wikidata.org/wiki/Q134164","display_name":"Simplex algorithm","level":3,"score":0.43963363766670227},{"id":"https://openalex.org/C62438384","wikidata":"https://www.wikidata.org/wiki/Q331350","display_name":"Simplex","level":2,"score":0.4331156015396118},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4182708263397217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1522890031337738},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.11679732799530029},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2996305","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2996305","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09097581.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d54c8fc887c3450e88b0c30e870a5202","is_oa":true,"landing_page_url":"https://doaj.org/article/d54c8fc887c3450e88b0c30e870a5202","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 96115-96128 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2996305","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2996305","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09097581.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1536476348","display_name":null,"funder_award_id":"KY201903","funder_id":"https://openalex.org/F4320327483","funder_display_name":"Hebei Agricultural University"},{"id":"https://openalex.org/G2310748817","display_name":null,"funder_award_id":"41601365","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5410492872","display_name":null,"funder_award_id":"61573278","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6799621363","display_name":null,"funder_award_id":"BJ2019008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G687880273","display_name":null,"funder_award_id":"61972132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7373048059","display_name":null,"funder_award_id":"YJ201953","funder_id":"https://openalex.org/F4320327483","funder_display_name":"Hebei Agricultural University"},{"id":"https://openalex.org/G7553230524","display_name":null,"funder_award_id":"YJ201829","funder_id":"https://openalex.org/F4320327483","funder_display_name":"Hebei Agricultural University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327483","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3027389929.pdf","grobid_xml":"https://content.openalex.org/works/W3027389929.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1973770389","https://openalex.org/W1987701417","https://openalex.org/W2008434012","https://openalex.org/W2020003279","https://openalex.org/W2025837542","https://openalex.org/W2028653550","https://openalex.org/W2047305954","https://openalex.org/W2051324103","https://openalex.org/W2056691647","https://openalex.org/W2060621627","https://openalex.org/W2073601282","https://openalex.org/W2088303535","https://openalex.org/W2101097701","https://openalex.org/W2104274529","https://openalex.org/W2122510010","https://openalex.org/W2146898501","https://openalex.org/W2154047522","https://openalex.org/W2155791680","https://openalex.org/W2156773695","https://openalex.org/W2218392138","https://openalex.org/W2345112857","https://openalex.org/W2345492811","https://openalex.org/W2412806478","https://openalex.org/W2571728354","https://openalex.org/W2609798607","https://openalex.org/W2639018252","https://openalex.org/W2737752609","https://openalex.org/W2747755509","https://openalex.org/W2770210025","https://openalex.org/W2782628021","https://openalex.org/W2792054074","https://openalex.org/W2792243022","https://openalex.org/W2795366559","https://openalex.org/W2890162907","https://openalex.org/W2891775351","https://openalex.org/W2902025482","https://openalex.org/W2906154375","https://openalex.org/W2908550500","https://openalex.org/W2916340702","https://openalex.org/W2930178078","https://openalex.org/W2971620318","https://openalex.org/W2980547545","https://openalex.org/W2996905137","https://openalex.org/W3003780683","https://openalex.org/W4301949137"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W1835156121","https://openalex.org/W2129486222","https://openalex.org/W2185826091","https://openalex.org/W2048470382","https://openalex.org/W3144175025","https://openalex.org/W2477407501","https://openalex.org/W2384679317"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"a":[3,54,84,113,124,129],"novel":[4],"and":[5,38,44,65,95,105,128,143,154],"practical":[6],"distributed":[7,36],"flexible":[8,39],"assembly":[9],"permutation":[10],"flowshop":[11],"scheduling":[12],"problem":[13,30,63],"with":[14],"makespan":[15],"criterion,":[16],"which":[17,41,81],"has":[18],"attracted":[19],"wide":[20],"attention":[21],"due":[22],"to":[23,60,66,71,135],"important":[24],"applications":[25],"in":[26],"modern":[27],"manufacturing.":[28],"The":[29],"integrates":[31],"two":[32,96],"machine":[33],"environments":[34],"of":[35,83,126,139],"production":[37],"assembly,":[40],"can":[42],"process":[43],"assemble":[45],"the":[46,62,72,111,137,140,156,161],"jobs":[47],"into":[48],"customized":[49],"products.":[50],"We":[51],"first":[52],"present":[53],"mixed":[55],"integer":[56],"linear":[57],"programming":[58],"model":[59,142],"characterize":[61],"essence":[64],"solve":[67],"small-size":[68],"problems.":[69],"Due":[70],"NP-hard,":[73],"we":[74],"further":[75],"propose":[76],"an":[77],"efficient":[78],"memetic":[79,158],"algorithm,":[80,112],"consists":[82],"global":[85],"exploration":[86],"optimizer":[87],"designed":[88,100],"based":[89,101],"on":[90,102],"improved":[91],"social":[92],"spider":[93],"optimization":[94],"local":[97],"exploitation":[98],"optimizers":[99],"meta-Lamarckian":[103],"learning":[104],"simplex":[106],"search,":[107],"respectively.":[108],"To":[109],"implement":[110],"problem-specific":[114],"encoding":[115],"scheme":[116],"is":[117,133],"presented.":[118],"Algorithmic":[119],"parameters":[120],"are":[121,152],"calibrated":[122],"by":[123],"design":[125],"experiments,":[127],"comprehensive":[130],"computational":[131],"campaign":[132],"conducted":[134],"evaluate":[136],"performance":[138],"mathematical":[141],"algorithms.":[144],"Statistical":[145],"results":[146],"show":[147],"that":[148],"their":[149],"problem-solving":[150],"abilities":[151],"effective,":[153],"especially":[155],"proposed":[157],"algorithm":[159],"outperforms":[160],"existing":[162],"algorithms":[163],"significantly.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
