{"id":"https://openalex.org/W2154846936","doi":"https://doi.org/10.1155/2013/572635","title":"A Novel Output Prediction Method in Production Management Based on Parameter Evaluation Using DHNN","display_name":"A Novel Output Prediction Method in Production Management Based on Parameter Evaluation Using DHNN","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2154846936","doi":"https://doi.org/10.1155/2013/572635","mag":"2154846936"},"language":"en","primary_location":{"id":"doi:10.1155/2013/572635","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/572635","pdf_url":"https://downloads.hindawi.com/journals/jam/2013/572635.pdf","source":{"id":"https://openalex.org/S190082376","display_name":"Journal of Applied Mathematics","issn_l":"1110-757X","issn":["1110-757X","1687-0042"],"is_oa":true,"is_in_doaj":true,"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":"Journal of Applied Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/jam/2013/572635.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043965307","display_name":"Jiantao Chang","orcid":"https://orcid.org/0000-0002-8875-3538"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiantao Chang","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design (Xidian University), Ministry of Education, Xi'an 710071, China"],"raw_orcid":"https://orcid.org/0000-0002-8875-3538","affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design (Xidian University), Ministry of Education, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057728337","display_name":"Yuanying Qiu","orcid":"https://orcid.org/0000-0002-8002-6803"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanying Qiu","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design (Xidian University), Ministry of Education, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design (Xidian University), Ministry of Education, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101554603","display_name":"Xianguang Kong","orcid":"https://orcid.org/0000-0003-1766-8034"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianguang Kong","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design (Xidian University), Ministry of Education, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design (Xidian University), Ministry of Education, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043965307"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":1025,"currency":"USD","value_usd":1025},"apc_paid":{"value":1025,"currency":"USD","value_usd":1025},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18503147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2013","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9373000264167786,"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":0.9362000226974487,"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/computer-science","display_name":"Computer science","score":0.6756377220153809},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.623153805732727},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5154967904090881},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47544407844543457},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.47507089376449585},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.43367743492126465},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3887374699115753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20100131630897522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1746533215045929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.172103613615036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6756377220153809},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.623153805732727},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5154967904090881},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47544407844543457},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.47507089376449585},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.43367743492126465},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3887374699115753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20100131630897522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1746533215045929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.172103613615036},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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":4,"locations":[{"id":"doi:10.1155/2013/572635","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/572635","pdf_url":"https://downloads.hindawi.com/journals/jam/2013/572635.pdf","source":{"id":"https://openalex.org/S190082376","display_name":"Journal of Applied Mathematics","issn_l":"1110-757X","issn":["1110-757X","1687-0042"],"is_oa":true,"is_in_doaj":true,"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":"Journal of Applied Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:CULeuclid:euclid.jam/1394808266","is_oa":false,"landing_page_url":"https://projecteuclid.org/euclid.jam/1394808266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400787","display_name":"Project Euclid (Cornell University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:RePEc:hin:jnljam:572635","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/JAM/2013/572635.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f074932ba0b74c1bab7fd5dfdc0bed89","is_oa":true,"landing_page_url":"https://doaj.org/article/f074932ba0b74c1bab7fd5dfdc0bed89","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Applied Mathematics, Vol 2013 (2013)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2013/572635","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/572635","pdf_url":"https://downloads.hindawi.com/journals/jam/2013/572635.pdf","source":{"id":"https://openalex.org/S190082376","display_name":"Journal of Applied Mathematics","issn_l":"1110-757X","issn":["1110-757X","1687-0042"],"is_oa":true,"is_in_doaj":true,"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":"Journal of Applied Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1468296504","display_name":null,"funder_award_id":"K5051204001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3376397947","display_name":null,"funder_award_id":"DF0102130401","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2154846936.pdf","grobid_xml":"https://content.openalex.org/works/W2154846936.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W113308545","https://openalex.org/W1930044306","https://openalex.org/W1963836182","https://openalex.org/W1964605057","https://openalex.org/W1969733971","https://openalex.org/W1976141018","https://openalex.org/W1989677008","https://openalex.org/W2021313192","https://openalex.org/W2022805676","https://openalex.org/W2037053572","https://openalex.org/W2038292519","https://openalex.org/W2040180399","https://openalex.org/W2057594825","https://openalex.org/W2064505746","https://openalex.org/W2066202601","https://openalex.org/W2071829163","https://openalex.org/W2072805718","https://openalex.org/W2104320598","https://openalex.org/W2113853416","https://openalex.org/W2120663818","https://openalex.org/W2143730075","https://openalex.org/W2161227823","https://openalex.org/W2165669179","https://openalex.org/W2169670831"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2465918047","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2086348228","https://openalex.org/W2350679292","https://openalex.org/W2151356126","https://openalex.org/W2084732496"],"abstract_inverted_index":{"Output":[0],"prediction":[1,74,121],"is":[2,31,40,82],"one":[3,52],"of":[4,54,118],"the":[5,45,55,72,85,91,112,116,119,124],"difficult":[6],"issues":[7],"in":[8,47],"production":[9,48],"management.":[10],"To":[11],"overcome":[12],"this":[13,42],"difficulty,":[14],"a":[15,34,79],"dynamic-improved":[16,92],"multiple":[17,36],"linear":[18,37],"regression":[19,38],"model":[20,39,43,81,93],"based":[21,94,110],"on":[22,95,111],"parameter":[23,96],"evaluation":[24,97],"using":[25,84,98],"discrete":[26],"Hopfield":[27],"neural":[28],"networks":[29],"(DHNN)":[30],"presented.":[32],"First,":[33],"traditional":[35],"established;":[41],"takes":[44],"factors":[46],"lifecycle":[49],"(not":[50],"only":[51],"phase":[53],"production)":[56],"into":[57],"account,":[58],"such":[59],"as":[60],"manufacturing":[61,63,108],"resources,":[62],"process,":[64],"and":[65,115],"product":[66],"rejection":[67],"rate,":[68],"so":[69],"it":[70],"makes":[71],"output":[73,120],"be":[75],"more":[76],"accurate.":[77],"Then":[78],"static-improved":[80],"built":[83],"backstepping":[86],"method.":[87],"Finally,":[88],"we":[89],"obtain":[90],"DHNN.":[99],"These":[100],"three":[101],"models":[102,125],"are":[103],"applied":[104],"to":[105],"an":[106],"aviation":[107],"enterprise":[109],"actual":[113],"data,":[114],"results":[117],"show":[122],"that":[123],"have":[126],"practical":[127],"value.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-01T00:03:43.161839","created_date":"2025-10-10T00:00:00"}
