{"id":"https://openalex.org/W3208768192","doi":"https://doi.org/10.1155/2021/3972772","title":"Joint Optimization of Multiprocess Routes and Layout for Low Entropy Flexible Facility","display_name":"Joint Optimization of Multiprocess Routes and Layout for Low Entropy Flexible Facility","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3208768192","doi":"https://doi.org/10.1155/2021/3972772","mag":"3208768192","pmid":"https://pubmed.ncbi.nlm.nih.gov/34733323"},"language":"en","primary_location":{"id":"doi:10.1155/2021/3972772","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3972772","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3972772.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/3972772.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047473216","display_name":"Hongtao Tang","orcid":"https://orcid.org/0000-0001-8005-6458"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Tang","raw_affiliation_strings":["College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China"],"raw_orcid":"https://orcid.org/0000-0001-8005-6458","affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064398131","display_name":"Senli Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Senli Ren","raw_affiliation_strings":["College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033509146","display_name":"Weiguang Jiang","orcid":"https://orcid.org/0000-0003-4509-4410"},"institutions":[{"id":"https://openalex.org/I4210111575","display_name":"Xinjiang Institute of Engineering","ror":"https://ror.org/01s5hh873","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111575","https://openalex.org/I4210157944"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiguang Jiang","raw_affiliation_strings":["College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","Xinjiang Institute of Technology, Aksu, Xinjiang 735400, China"],"raw_orcid":"https://orcid.org/0000-0003-4509-4410","affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Xinjiang Institute of Technology, Aksu, Xinjiang 735400, China","institution_ids":["https://openalex.org/I4210111575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091691970","display_name":"Jiajiong Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajiong Liang","raw_affiliation_strings":["College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","Zhejiang Huizhi Logistics Equipment, Hangzhou 311501, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Zhejiang Huizhi Logistics Equipment, Hangzhou 311501, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110566594","display_name":"Qingfeng Chen","orcid":"https://orcid.org/0000-0003-4941-9024"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfeng Chen","raw_affiliation_strings":["College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033509146"],"corresponding_institution_ids":["https://openalex.org/I4210111575","https://openalex.org/I55712492"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.1457,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55946307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2021","issue":"1","first_page":"3972772","last_page":"3972772"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","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/T12176","display_name":"Optimization and Packing Problems","score":0.973800003528595,"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":0.9686999917030334,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6935585141181946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6802624464035034},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5718749165534973},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5392023921012878},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.48461946845054626},{"id":"https://openalex.org/keywords/facility-location-problem","display_name":"Facility location problem","score":0.4593330919742584},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4169350564479828},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1224040687084198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09642443060874939}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6935585141181946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6802624464035034},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5718749165534973},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5392023921012878},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.48461946845054626},{"id":"https://openalex.org/C108005400","wikidata":"https://www.wikidata.org/wiki/Q1305598","display_name":"Facility location problem","level":2,"score":0.4593330919742584},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4169350564479828},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1224040687084198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09642443060874939},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1155/2021/3972772","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3972772","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3972772.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34733323","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34733323","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:463de0ae3e7346e99ba6b337155655ae","is_oa":false,"landing_page_url":"https://doaj.org/article/463de0ae3e7346e99ba6b337155655ae","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:7450871","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8560273","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8560273","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8560273","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/3972772","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3972772","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3972772.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6467366422","display_name":null,"funder_award_id":"2018YFB1308100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3208768192.pdf","grobid_xml":"https://content.openalex.org/works/W3208768192.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1876551612","https://openalex.org/W1969396021","https://openalex.org/W1974402793","https://openalex.org/W2048691144","https://openalex.org/W2059568730","https://openalex.org/W2061079151","https://openalex.org/W2075038193","https://openalex.org/W2077256199","https://openalex.org/W2090198798","https://openalex.org/W2113588470","https://openalex.org/W2354084120","https://openalex.org/W2462112054","https://openalex.org/W2498860317","https://openalex.org/W2606000082","https://openalex.org/W2735264380","https://openalex.org/W2792311787","https://openalex.org/W2798741797","https://openalex.org/W2893269880","https://openalex.org/W2997729406","https://openalex.org/W4245086392","https://openalex.org/W4252494670"],"related_works":["https://openalex.org/W3029224032","https://openalex.org/W2003719999","https://openalex.org/W2293751504","https://openalex.org/W2384678794","https://openalex.org/W3464401","https://openalex.org/W2963947876","https://openalex.org/W2599747538","https://openalex.org/W2137886481","https://openalex.org/W2035713940","https://openalex.org/W2965631259"],"abstract_inverted_index":{"Facility":[0],"layout":[1,62,153],"is":[2,44,86,132,169,190],"not":[3],"only":[4],"the":[5,27,31,51,57,68,72,81,90,95,98,102,115,118,121,145,157,162,173,178,183,186],"premise":[6],"of":[7,60,74,97,117,123,129,147,161,185],"production,":[8],"but":[9],"also":[10],"a":[11,40],"breakthrough":[12],"for":[13,114],"manufacturing":[14],"industry":[15],"to":[16,49,88,111,133,143,155,171],"realize":[17],"energy":[18],"saving,":[19],"environmental":[20],"protection,":[21],"and":[22,37,55,63,105,138,151,182],"low":[23,75,91],"entropy":[24,76,92],"development.":[25],"On":[26,67],"one":[28],"hand,":[29,70],"considering":[30,71],"interaction":[32],"between":[33],"product":[34,148],"process":[35,64,84,149],"routes":[36,150],"facility":[38,61,79,100,152],"layout,":[39,80,101],"joint":[41,174,187],"optimization":[42,59,141,175,180,188],"model":[43,47,119],"proposed.":[45],"The":[46,126],"aims":[48],"minimize":[50],"total":[52],"logistics":[53],"cost":[54],"consider":[56],"global":[58],"route":[65],"planning.":[66],"other":[69],"application":[73],"concept":[77],"in":[78,120],"analytic":[82],"network":[83],"(ANP)":[85],"used":[87],"evaluate":[89],"layout.":[93],"In":[94],"choice":[96],"final":[99],"algorithm":[103,127,136],"results":[104,176],"expert":[106],"knowledge":[107],"are":[108],"considered":[109],"comprehensively":[110],"make":[112],"up":[113],"shortcomings":[116],"design":[122],"qualitative":[124],"indicators.":[125],"innovation":[128],"this":[130],"paper":[131],"use":[134],"genetic":[135],"(GA)":[137],"particle":[139],"swarm":[140],"(PSO)":[142],"search":[144],"solution":[146,160],"simultaneously,":[154],"ensure":[156],"overall":[158],"optimal":[159],"two":[163],"decision":[164],"variables.":[165],"Finally,":[166],"an":[167],"example":[168],"given":[170],"compare":[172],"with":[177],"independent":[179],"results,":[181],"effectiveness":[184],"method":[189],"verified.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}