{"id":"https://openalex.org/W4403351051","doi":"https://doi.org/10.1145/3695080.3695089","title":"Research on the optimization of Dongguan manufacturing cluster and consumption upgrade mode of urban and rural residents based on genetic algorithm","display_name":"Research on the optimization of Dongguan manufacturing cluster and consumption upgrade mode of urban and rural residents based on genetic algorithm","publication_year":2024,"publication_date":"2024-07-26","ids":{"openalex":"https://openalex.org/W4403351051","doi":"https://doi.org/10.1145/3695080.3695089"},"language":"en","primary_location":{"id":"doi:10.1145/3695080.3695089","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3695080.3695089","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Cloud Computing and Big Data","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/A5053552722","display_name":"Lijun Zeng","orcid":"https://orcid.org/0009-0002-1749-2526"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Zeng","raw_affiliation_strings":["School of Finance and Economics, Guangdong University of science and technology, China"],"raw_orcid":"https://orcid.org/0009-0002-1749-2526","affiliations":[{"raw_affiliation_string":"School of Finance and Economics, Guangdong University of science and technology, China","institution_ids":["https://openalex.org/I201459984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiao Li","orcid":"https://orcid.org/0009-0009-6701-0725"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Li","raw_affiliation_strings":["School of Finance and Economics, Guangdong University of science and technology, China"],"raw_orcid":"https://orcid.org/0009-0009-6701-0725","affiliations":[{"raw_affiliation_string":"School of Finance and Economics, Guangdong University of science and technology, China","institution_ids":["https://openalex.org/I201459984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108858355","display_name":"Fu Luo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fu Luo","raw_affiliation_strings":["School of Management, Guangdong University of science and technology, China"],"raw_orcid":"https://orcid.org/0009-0002-6378-8344","affiliations":[{"raw_affiliation_string":"School of Management, Guangdong University of science and technology, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109821496","display_name":"Minming Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minming Qiu","raw_affiliation_strings":["School of Finance and Economics, Guangdong University of science and technology, China"],"raw_orcid":"https://orcid.org/0009-0002-6035-4970","affiliations":[{"raw_affiliation_string":"School of Finance and Economics, Guangdong University of science and technology, China","institution_ids":["https://openalex.org/I201459984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21386221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9422000050544739,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9422000050544739,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9205999970436096,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.9071890711784363},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6854596734046936},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6643878221511841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5511255264282227},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5133461356163025},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.508239209651947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1520543396472931},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13282808661460876},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08686459064483643}],"concepts":[{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.9071890711784363},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6854596734046936},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6643878221511841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5511255264282227},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5133461356163025},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.508239209651947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1520543396472931},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13282808661460876},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08686459064483643},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3695080.3695089","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3695080.3695089","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Cloud Computing and Big Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2155916193","https://openalex.org/W3119530549","https://openalex.org/W4229019816","https://openalex.org/W4229447592","https://openalex.org/W4284890481"],"related_works":["https://openalex.org/W2368672678","https://openalex.org/W2370626080","https://openalex.org/W2965111880","https://openalex.org/W2368576029","https://openalex.org/W2377210208","https://openalex.org/W116478885","https://openalex.org/W2391279445","https://openalex.org/W2390420166","https://openalex.org/W2354998446","https://openalex.org/W2378085033"],"abstract_inverted_index":{"This":[0],"paper":[1,173,201],"investigates":[2],"the":[3,25,40,50,57,64,71,74,79,87,94,103,107,116,125,137,146,149,153,161,176,182,204,207,210],"layout":[4,42,147,155,183],"optimization":[5,72,104,184],"problem":[6],"of":[7,36,76,78,102,148,164,171,178,185],"Dongguan":[8,37],"manufacturing":[9,38,150,186],"cluster,":[10,39,151],"aiming":[11],"to":[12,84,90,97,113,122,131,181],"improve":[13],"resource":[14,58,117],"utilization":[15,59,118],"efficiency":[16],"and":[17,23,32,63,93,124,152,166,189,192,209],"reduce":[18],"environmental":[19,33,65,126],"impact.":[20],"By":[21],"collecting":[22],"analyzing":[24],"geographic":[26],"information,":[27],"enterprise":[28],"distribution,":[29],"traffic":[30],"condition":[31],"monitoring":[34],"data":[35],"existing":[41],"is":[43,54,61,68,82,111,120,129],"optimized":[44,154],"using":[45],"genetic":[46,80,138,179],"algorithm.":[47],"Before":[48],"optimization,":[49],"total":[51,108],"transportation":[52,109],"cost":[53,110],"RMB":[55,114],"2,006,158,400,":[56],"rate":[60,119],"75.01%,":[62],"impact":[66,127,159],"score":[67,128],"5.55.":[69],"During":[70],"process,":[73],"number":[75],"iterations":[77],"algorithm":[81,139,180],"set":[83],"be":[85,91,98],"1,000,":[86],"crossover":[88],"probability":[89,96],"0.8,":[92],"variance":[95],"0.05.":[99],"The":[100,133,169],"results":[101],"show":[105],"that":[106,136],"reduced":[112,130],"1,504,618,800,":[115],"increased":[121],"86.26%,":[123],"3.47.":[132],"study":[134],"shows":[135],"has":[140,156],"a":[141,157],"significant":[142],"effect":[143],"in":[144,175,206],"optimizing":[145],"positive":[158],"on":[160],"consumption":[162],"upgrade":[163],"urban":[165],"rural":[167],"residents.":[168],"innovation":[170],"this":[172,200],"lies":[174],"application":[177],"cluster":[187],"area,":[188],"its":[190],"effectiveness":[191],"practicality":[193],"are":[194],"verified":[195],"by":[196],"actual":[197],"data.":[198],"Finally,":[199],"puts":[202],"forward":[203],"shortcomings":[205],"research":[208,212],"future":[211],"direction.":[213]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
