{"id":"https://openalex.org/W4220832159","doi":"https://doi.org/10.1109/tsmc.2022.3158833","title":"On Designing Learning Control Scheme for Multilayer Supply Chain Networks With Constraints","display_name":"On Designing Learning Control Scheme for Multilayer Supply Chain Networks With Constraints","publication_year":2022,"publication_date":"2022-03-23","ids":{"openalex":"https://openalex.org/W4220832159","doi":"https://doi.org/10.1109/tsmc.2022.3158833"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2022.3158833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3158833","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/On_Designing_Learning_Control_Scheme_for_Multilayer_Supply_Chain_Networks_With_Constraints/27554931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068157756","display_name":"Wenjun Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Xiong","raw_affiliation_strings":["School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8296-4588","affiliations":[{"raw_affiliation_string":"School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322161","display_name":"Chen Liu","orcid":"https://orcid.org/0000-0002-4368-5295"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chen Liu","raw_affiliation_strings":["School of Engineering, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4368-5295","affiliations":[{"raw_affiliation_string":"School of Engineering, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040088510","display_name":"Guanghui Wen","orcid":"https://orcid.org/0000-0003-0070-8597"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Wen","raw_affiliation_strings":["School of Mathematics, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0070-8597","affiliations":[{"raw_affiliation_string":"School of Mathematics, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083193684","display_name":"Jianlong Qiu","orcid":"https://orcid.org/0000-0002-9886-3570"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlong Qiu","raw_affiliation_strings":["School of Automation and Electrical Engineering, Linyi University, Linyi, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-9886-3570","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Linyi University, Linyi, Shandong, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103245119","display_name":"Yongjun Xu","orcid":"https://orcid.org/0000-0001-6647-0986"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjun Xu","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6647-0986","affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1921,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81079674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"52","issue":"12","first_page":"7422","last_page":"7430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9241999983787537,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9143999814987183,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.8138017654418945},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.8055533170700073},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.637956440448761},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.619145929813385},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5320383310317993},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4940660297870636},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46113836765289307},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3730918765068054},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19405126571655273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12384489178657532},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.05818316340446472}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.8138017654418945},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.8055533170700073},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.637956440448761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.619145929813385},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5320383310317993},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4940660297870636},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46113836765289307},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3730918765068054},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19405126571655273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12384489178657532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.05818316340446472},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmc.2022.3158833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2022.3158833","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/27554931","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/On_Designing_Learning_Control_Scheme_for_Multilayer_Supply_Chain_Networks_With_Constraints/27554931","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27554931","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/On_Designing_Learning_Control_Scheme_for_Multilayer_Supply_Chain_Networks_With_Constraints/27554931","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2575069074","display_name":null,"funder_award_id":"62088101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3650039521","display_name":"Dynamics and Resilience of Complex Network Systems with Switching Topology ","funder_award_id":"DP200101199","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G4231225122","display_name":null,"funder_award_id":"JBK190502","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5060958647","display_name":null,"funder_award_id":"62073079","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8897176067","display_name":null,"funder_award_id":"61873344","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1978302905","https://openalex.org/W2084843102","https://openalex.org/W2100604203","https://openalex.org/W2104925392","https://openalex.org/W2112009987","https://openalex.org/W2119984215","https://openalex.org/W2163538783","https://openalex.org/W2166613563","https://openalex.org/W2397972942","https://openalex.org/W2509548973","https://openalex.org/W2561734328","https://openalex.org/W2735189459","https://openalex.org/W2749189037","https://openalex.org/W2775470130","https://openalex.org/W2776622988","https://openalex.org/W2790510281","https://openalex.org/W2792479460","https://openalex.org/W2796482937","https://openalex.org/W2810603057","https://openalex.org/W2888755934","https://openalex.org/W2892216194","https://openalex.org/W2926334428","https://openalex.org/W2943120001","https://openalex.org/W2967616623","https://openalex.org/W2968807246","https://openalex.org/W2995511751","https://openalex.org/W3021785580","https://openalex.org/W3022974919","https://openalex.org/W3087323912","https://openalex.org/W3122506413","https://openalex.org/W6783840683"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2105887828","https://openalex.org/W2087240539","https://openalex.org/W4236520801","https://openalex.org/W2122599759","https://openalex.org/W1537234410","https://openalex.org/W1995022398","https://openalex.org/W1517908938","https://openalex.org/W115923022","https://openalex.org/W2484602794"],"abstract_inverted_index":{"In":[0],"this":[1,110],"study,":[2],"a":[3,15,34,38,77],"new":[4,78],"learning":[5,81,165],"control":[6,75,82,135],"scheme":[7,83,111,126],"is":[8,45,84,99,112],"designed":[9,164],"to":[10,22,87,156],"investigate":[11],"the":[12,25,29,53,56,66,89,92,96,103,133,142,146,158,163],"stability":[13,90],"of":[14,28,32,55,68,80,91,106,124,145,148,162],"multilayer":[16,35,39],"supply":[17],"chain":[18],"network":[19],"(SCN)":[20],"and":[21,48,62,137,160],"further":[23,100],"improve":[24,141],"convergence":[26,104,143],"speed":[27,105],"nodes\u2019":[30,93,107],"states":[31,54,94,108,147],"such":[33],"SCN.":[36,97],"Specifically,":[37],"SCN":[40,58],"model":[41,59],"with":[42,109],"three":[43],"layers":[44],"first":[46],"established":[47],"some":[49,119],"practical":[50],"constraints":[51],"on":[52],"proposed":[57,86],"are":[60,127,153],"involved":[61],"discussed.":[63],"By":[64],"taking":[65],"quantities":[67],"goods":[69],"transmitted":[70],"between":[71],"different":[72],"nodes":[73],"as":[74],"inputs,":[76],"kind":[79],"subsequently":[85],"discuss":[88],"within":[95],"It":[98],"shown":[101],"that":[102,115],"faster":[113],"than":[114],"yielded":[116],"by":[117],"using":[118],"traditional":[120],"schemes.":[121],"The":[122],"contributions":[123],"our":[125],"twofold:":[128],"1)":[129],"it":[130,139],"can":[131,140],"save":[132],"limited":[134],"resource":[136],"2)":[138],"speeds":[144],"all":[149],"nodes.":[150],"Numerical":[151],"simulations":[152],"finally":[154],"given":[155],"illustrate":[157],"effectiveness":[159],"advantages":[161],"scheme.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}