{"id":"https://openalex.org/W4403145130","doi":"https://doi.org/10.1080/00207543.2024.2410467","title":"A hybrid niching memetic algorithm for multi-modal optimization of double row layout problem","display_name":"A hybrid niching memetic algorithm for multi-modal optimization of double row layout problem","publication_year":2024,"publication_date":"2024-10-03","ids":{"openalex":"https://openalex.org/W4403145130","doi":"https://doi.org/10.1080/00207543.2024.2410467"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2024.2410467","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2024.2410467","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5101539945","display_name":"Xing Wan","orcid":"https://orcid.org/0009-0004-0825-8193"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]},{"id":"https://openalex.org/I4210101159","display_name":"National Police Academy","ror":"https://ror.org/0155e5d19","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210101159"]},{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Xing Wan","raw_affiliation_strings":["Beijing University of Posts and Telecommunications","Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education","Zhengzhou Police University","Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, People's Republic of China","Department of Image and Network Investigation, Zhengzhou Police University, Zhengzhou, People's Republic of China","School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education","institution_ids":["https://openalex.org/I4210139618"]},{"raw_affiliation_string":"Zhengzhou Police University","institution_ids":["https://openalex.org/I4210101159"]},{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210139618"]},{"raw_affiliation_string":"Department of Image and Network Investigation, Zhengzhou Police University, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076983154","display_name":"Xingquan Zuo","orcid":"https://orcid.org/0000-0001-9580-1182"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingquan Zuo","raw_affiliation_strings":["Beijing University of Posts and Telecommunications","Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education","Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, People's Republic of China","School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-9580-1182","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education","institution_ids":["https://openalex.org/I4210139618"]},{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210139618"]},{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062961947","display_name":"Tianbo Lu","orcid":"https://orcid.org/0009-0001-2882-6037"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianbo Lu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications","Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education","School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, People's Republic of China","Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education","institution_ids":["https://openalex.org/I4210139618"]},{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Key Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210139618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100389298","display_name":"Gang Chen","orcid":"https://orcid.org/0000-0002-9597-497X"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Gang Chen","raw_affiliation_strings":["Victoria University of Wellington","School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington","institution_ids":["https://openalex.org/I41156924"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076983154"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4210139618"],"apc_list":null,"apc_paid":null,"fwci":1.8157,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86755883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"64","issue":"2","first_page":"622","last_page":"641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9997000098228455,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9997000098228455,"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":0.9994000196456909,"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/T11159","display_name":"Manufacturing Process and Optimization","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"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.6581452488899231},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6118753552436829},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6004009246826172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48856791853904724},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4366086721420288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35331666469573975},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.33300185203552246}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.6581452488899231},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6118753552436829},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6004009246826172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48856791853904724},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4366086721420288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35331666469573975},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.33300185203552246},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207543.2024.2410467","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2024.2410467","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1126600310","https://openalex.org/W1983322722","https://openalex.org/W1983625635","https://openalex.org/W2020964674","https://openalex.org/W2024840758","https://openalex.org/W2052272326","https://openalex.org/W2062143866","https://openalex.org/W2068055354","https://openalex.org/W2097536835","https://openalex.org/W2102227855","https://openalex.org/W2564330218","https://openalex.org/W2800303838","https://openalex.org/W2800620041","https://openalex.org/W2802510256","https://openalex.org/W2897926848","https://openalex.org/W2931831236","https://openalex.org/W2969371531","https://openalex.org/W2969682603","https://openalex.org/W2973285469","https://openalex.org/W2973557667","https://openalex.org/W2996332382","https://openalex.org/W3007925249","https://openalex.org/W3009209772","https://openalex.org/W3021353148","https://openalex.org/W3099332696","https://openalex.org/W3106963573","https://openalex.org/W3107161875","https://openalex.org/W3134504082","https://openalex.org/W3135958291","https://openalex.org/W3143561285","https://openalex.org/W3184347105","https://openalex.org/W4206268163","https://openalex.org/W4207049862","https://openalex.org/W4207068254","https://openalex.org/W4212807470","https://openalex.org/W4220656598","https://openalex.org/W4226502504","https://openalex.org/W4280654020","https://openalex.org/W4285106612","https://openalex.org/W4290704615","https://openalex.org/W4306851367","https://openalex.org/W4309019389","https://openalex.org/W4309364491","https://openalex.org/W4313400070","https://openalex.org/W4317900687","https://openalex.org/W4362590038","https://openalex.org/W4362635965","https://openalex.org/W4378652216","https://openalex.org/W4382877133","https://openalex.org/W4384502067","https://openalex.org/W4389086194"],"related_works":["https://openalex.org/W2010336970","https://openalex.org/W2051487156","https://openalex.org/W4205193211","https://openalex.org/W3034364924","https://openalex.org/W3196925172","https://openalex.org/W3091613133","https://openalex.org/W2102350580","https://openalex.org/W337252817","https://openalex.org/W2095999126","https://openalex.org/W2127516144"],"abstract_inverted_index":{"Double":[0],"row":[1,98],"layout":[2,40,51,99],"problem":[3,100,198],"(DRLP)":[4],"involves":[5],"identifying":[6],"the":[7,66,72,154,165,168],"exact":[8,155],"locations":[9,156],"of":[10,57,61,71,96,143,157,167],"machines":[11,158],"participating":[12],"in":[13],"a":[14,32,54,84,93,106,128,132,141,180],"production":[15],"task":[16],"on":[17,78,82,195],"two":[18],"rows.":[19],"There":[20],"are":[21],"typically":[22,80],"multiple":[23,43,121],"layouts":[24,35,48,126],"with":[25,53,127],"approximately":[26],"optimal":[27,47,86,125,145],"material":[28],"handling":[29],"cost":[30],"for":[31,64,117,159,185],"DRLP.":[33,186],"These":[34],"often":[36],"exhibit":[37],"significantly":[38],"different":[39],"configurations.":[41],"Identifying":[42],"global":[44,122],"or":[45,123],"local":[46,124],"can":[49],"provide":[50],"designers":[52],"wide":[55],"range":[56],"options,":[58],"which":[59],"is":[60,115,137,150,172],"great":[62],"significance":[63],"enhancing":[65],"maintainability,":[67],"scalability,":[68],"and":[69,111,179],"customisability":[70],"facility.":[73],"However,":[74],"most":[75],"existing":[76],"studies":[77],"DRLPs":[79],"focus":[81],"designing":[83],"single":[85],"layout.":[87],"In":[88],"this":[89],"paper,":[90],"we":[91],"study":[92],"multi-modal":[94,177],"optimization":[95],"double":[97],"(MDRLP).":[101],"A":[102],"hybrid":[103],"approach":[104,191],"combing":[105],"fast":[107,133],"niching":[108,134],"memetic":[109,135],"algorithm":[110,136,183],"linear":[112],"programming":[113],"(FNMA-LP)":[114],"proposed":[116,169],"MDRLP":[118],"to":[119,139,152],"locate":[120],"similar":[129],"quality.":[130],"First,":[131],"developed":[138,184],"find":[140],"set":[142],"approximate":[144],"machine":[146,161],"sequences.":[147],"Then,":[148],"LP":[149],"employed":[151],"optimise":[153],"each":[160],"sequence.":[162],"To":[163],"evaluate":[164],"performance":[166],"algorithm,":[170],"FNMA-LP":[171],"compared":[173],"against":[174],"three":[175],"popular":[176],"algorithms":[178],"state-of-the-art":[181],"single-modal":[182],"Experiments":[187],"show":[188],"that":[189],"our":[190],"outperforms":[192],"competing":[193],"approaches":[194],"almost":[196],"all":[197],"instances.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}