{"id":"https://openalex.org/W4407555292","doi":"https://doi.org/10.1080/0951192x.2025.2455651","title":"Ant colony algorithm and grey relation theory for manufacturing resources optimal allocation towards industry 5.0","display_name":"Ant colony algorithm and grey relation theory for manufacturing resources optimal allocation towards industry 5.0","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4407555292","doi":"https://doi.org/10.1080/0951192x.2025.2455651"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2025.2455651","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2025.2455651","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"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 Computer Integrated Manufacturing","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/A5101660751","display_name":"Lang Huang","orcid":"https://orcid.org/0000-0002-9038-0718"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lang Huang","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046458955","display_name":"Mengzhen Zhuang","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengzhen Zhuang","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073220824","display_name":"Hongtao Tang","orcid":"https://orcid.org/0000-0001-5027-8316"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongtao Tang","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709731","display_name":"Shunsheng Guo","orcid":"https://orcid.org/0000-0001-7864-7830"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunsheng Guo","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102612926","display_name":"Shupeng Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shupeng Wei","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101401777","display_name":"Liang Zhang","orcid":"https://orcid.org/0009-0003-4785-3801"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113006399","display_name":"Deming Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deming Lei","raw_affiliation_strings":["Wuhan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073220824"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":1.5554,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81939553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"39","issue":"6","first_page":"749","last_page":"771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9923999905586243,"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":0.9923999905586243,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9825999736785889,"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":0.975600004196167,"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/relation","display_name":"Relation (database)","score":0.7517877221107483},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6287440657615662},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4930514991283417},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.4723576009273529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45535942912101746},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4511878788471222},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37865114212036133},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3395887017250061},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3352496922016144},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3310316801071167},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3305526673793793},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32759374380111694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29028642177581787},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24108260869979858},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1885409653186798},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0952477753162384}],"concepts":[{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7517877221107483},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6287440657615662},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4930514991283417},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.4723576009273529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45535942912101746},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4511878788471222},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37865114212036133},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3395887017250061},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3352496922016144},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3310316801071167},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3305526673793793},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32759374380111694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29028642177581787},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24108260869979858},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1885409653186798},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0952477753162384}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0951192x.2025.2455651","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2025.2455651","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"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 Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2013377700","https://openalex.org/W2086208228","https://openalex.org/W2561229239","https://openalex.org/W2756151170","https://openalex.org/W2761097593","https://openalex.org/W2767686867","https://openalex.org/W2768628108","https://openalex.org/W2785512376","https://openalex.org/W2801016318","https://openalex.org/W2801701898","https://openalex.org/W2805722727","https://openalex.org/W2886663814","https://openalex.org/W2890578992","https://openalex.org/W2900225706","https://openalex.org/W2901238504","https://openalex.org/W2909076724","https://openalex.org/W2910698705","https://openalex.org/W2914312980","https://openalex.org/W2914502405","https://openalex.org/W2921503284","https://openalex.org/W2924260156","https://openalex.org/W2938936091","https://openalex.org/W2964652129","https://openalex.org/W2996583392","https://openalex.org/W3004492813","https://openalex.org/W3016029009","https://openalex.org/W3091897075","https://openalex.org/W3166618313","https://openalex.org/W3176671919","https://openalex.org/W3198743113","https://openalex.org/W4283389819"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W4399062323","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2109336245"],"abstract_inverted_index":{"With":[0],"the":[1,4,12,28,44,84,126,130,140,146,150,157,163,168,178],"development":[2],"of":[3,27,156,167,193],"building":[5,29,46],"materials":[6,30,47],"equipment":[7,31,48,104],"manufacturing":[8,32,49,103,131,195],"industry,":[9,50],"due":[10],"to":[11,82],"production":[13,40,55,70,185],"process":[14],"there":[15,51],"are":[16,52,137,171],"large-scale,":[17],"small":[18],"batch,":[19],"multi-species,":[20],"multi-subject":[21],"characteristics,":[22],"Manufacturing":[23],"system":[24,181],"design":[25],"(MSD)":[26],"industry":[33,58],"plays":[34],"a":[35,78,100,111],"key":[36],"role":[37],"in":[38,54,92],"improving":[39,69],"efficiency.":[41],"Compared":[42],"with":[43,133],"traditional":[45],"inefficiencies":[53],"decision-making.":[56],"In":[57],"5.0":[59],"advocates":[60],"elastic":[61],"manufacturing,":[62],"by":[63,173],"optimizing":[64],"enterprise":[65],"resource":[66,85,105,191],"management":[67,192],"for":[68,190,197],"efficiency":[71,186],"and":[72,88,117,144,165,187],"reducing":[73],"costs.":[74],"This":[75],"paper":[76],"uses":[77],"hybrid":[79],"intelligent":[80],"algorithm":[81,122],"solve":[83],"optimization":[86],"problem,":[87],"successfully":[89],"applies":[90],"it":[91],"practical":[93],"cases.":[94],"By":[95],"using":[96],"fuzzy":[97],"clustering,":[98],"firstly,":[99],"multi-objective,":[101],"multi-agent":[102],"allocation":[106,180],"model":[107],"is":[108,123],"established.":[109],"Then,":[110],"solution":[112],"based":[113],"on":[114,153],"grey":[115,127],"correlation":[116,135],"an":[118],"improved":[119],"ant":[120,147],"colony":[121,148],"presented,":[124],"through":[125,145],"relational":[128],"ranking,":[129],"resources":[132],"high":[134],"degree":[136],"selected":[138],"into":[139],"following":[141],"optimal":[142],"combination,":[143],"algorithm,":[149],"processing":[151,154],"route":[152],"procedure":[155],"order":[158],"can":[159,182],"be":[160],"obtained.":[161],"Finally,":[162],"effectiveness":[164],"feasibility":[166],"proposed":[169],"method":[170],"validated":[172],"experimental":[174],"results,":[175],"which":[176],"show":[177],"optimized":[179],"significantly":[183],"enhance":[184],"reduce":[188],"costs,":[189],"large-scale":[194],"systems":[196],"Industry":[198],"5.0.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}