{"id":"https://openalex.org/W3114530367","doi":"https://doi.org/10.1109/tii.2020.3047959","title":"Nonconvex and Bound Constraint Zeroing Neural Network for Solving Time-Varying Complex-Valued Quadratic Programming Problem","display_name":"Nonconvex and Bound Constraint Zeroing Neural Network for Solving Time-Varying Complex-Valued Quadratic Programming Problem","publication_year":2020,"publication_date":"2020-12-29","ids":{"openalex":"https://openalex.org/W3114530367","doi":"https://doi.org/10.1109/tii.2020.3047959","mag":"3114530367"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3047959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3047959","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5061961316","display_name":"Chengze Jiang","orcid":"https://orcid.org/0000-0002-1681-8128"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengze Jiang","raw_affiliation_strings":["Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-1681-8128","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027913111","display_name":"Xiuchun Xiao","orcid":"https://orcid.org/0000-0002-3389-6689"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuchun Xiao","raw_affiliation_strings":["Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-3389-6689","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102998195","display_name":"Dazhao Liu","orcid":"https://orcid.org/0000-0002-8086-2916"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dazhao Liu","raw_affiliation_strings":["Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-8086-2916","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076102993","display_name":"Haoen Huang","orcid":"https://orcid.org/0000-0003-0896-5192"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoen Huang","raw_affiliation_strings":["Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059495900","display_name":"Hua Xiao","orcid":"https://orcid.org/0000-0002-1630-1348"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Xiao","raw_affiliation_strings":["Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Zhanjiang, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030210085","display_name":"Huiyan Lu","orcid":"https://orcid.org/0000-0002-1811-1070"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyan Lu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1811-1070","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0416,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.95005105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"17","issue":"10","first_page":"6864","last_page":"6874"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9847999811172485,"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/T12676","display_name":"Machine Learning and ELM","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.7431754469871521},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6725478172302246},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6719935536384583},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5879701375961304},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.5012269020080566},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5008544921875},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49979400634765625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.474896103143692},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.46858614683151245},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4596014618873596},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.4348142147064209},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.42080482840538025},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3552236258983612},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34436357021331787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.160710871219635}],"concepts":[{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.7431754469871521},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6725478172302246},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6719935536384583},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5879701375961304},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.5012269020080566},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5008544921875},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49979400634765625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.474896103143692},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.46858614683151245},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4596014618873596},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.4348142147064209},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.42080482840538025},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3552236258983612},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34436357021331787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.160710871219635},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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":3,"locations":[{"id":"doi:10.1109/tii.2020.3047959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3047959","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/452060","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/452060","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/469217","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/469217","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":"","raw_type":"Journal article (JA)"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5014605013","display_name":null,"funder_award_id":"2019KZDZX1036","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"},{"id":"https://openalex.org/G79968157","display_name":null,"funder_award_id":"201801328005","funder_id":"https://openalex.org/F4320312071","funder_display_name":"Ministry of Education, Libya"}],"funders":[{"id":"https://openalex.org/F4320312071","display_name":"Ministry of Education, Libya","ror":"https://ror.org/02w030k33"},{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1489793438","https://openalex.org/W1514159701","https://openalex.org/W1983152073","https://openalex.org/W1995373560","https://openalex.org/W2004573566","https://openalex.org/W2034877773","https://openalex.org/W2047063224","https://openalex.org/W2093627685","https://openalex.org/W2101986122","https://openalex.org/W2117741752","https://openalex.org/W2344707507","https://openalex.org/W2467979783","https://openalex.org/W2476841360","https://openalex.org/W2586662914","https://openalex.org/W2587030216","https://openalex.org/W2769154133","https://openalex.org/W2772169915","https://openalex.org/W2793464405","https://openalex.org/W2896377848","https://openalex.org/W2911835134","https://openalex.org/W2912762242","https://openalex.org/W2915278269","https://openalex.org/W2934060014","https://openalex.org/W2968043153","https://openalex.org/W2985850350","https://openalex.org/W3004039693","https://openalex.org/W3011330900","https://openalex.org/W3012462771","https://openalex.org/W3027535975","https://openalex.org/W3139457001","https://openalex.org/W3140025309","https://openalex.org/W4289784446","https://openalex.org/W6721386536"],"related_works":["https://openalex.org/W3151522584","https://openalex.org/W3036464408","https://openalex.org/W2020990755","https://openalex.org/W2377851227","https://openalex.org/W4293088966","https://openalex.org/W1928809325","https://openalex.org/W2366868484","https://openalex.org/W2917463375","https://openalex.org/W2155219672","https://openalex.org/W2895393216"],"abstract_inverted_index":{"Many":[0],"methods":[1],"are":[2,20,87],"known":[3],"to":[4,23,50,79,113,128],"solve":[5,24,51,114],"the":[6,25,30,52,80,90,94,99,104,115],"problem":[7,28,130],"of":[8,18,66,98,117,138],"real-valued":[9,76],"and":[10,38,48,68,89,96],"static":[11],"quadratic":[12],"programming":[13],"(QP)":[14],"effectively.":[15],"However,":[16],"few":[17],"them":[19],"still":[21],"useful":[22],"time-varying":[26,53],"QP":[27,55,129],"in":[29,107,121],"complex":[31,81],"domain.":[32,82],"In":[33],"this":[34,108],"study,":[35],"a":[36,136],"nonconvex":[37,67],"bound":[39,69],"constraint":[40,70,134],"zeroing":[41],"neural":[42],"network":[43],"(NCZNN)":[44],"model":[45,105],"is":[46,110,126],"designed":[47],"theorized":[49],"complex-valued":[54,71],"with":[56,131],"linear":[57,132],"equation":[58,133],"constraint.":[59],"Besides,":[60],"we":[61],"construct":[62],"several":[63],"new":[64],"types":[65],"activation":[72,77],"functions":[73,78],"by":[74,135],"extending":[75],"Subsequently,":[83],"corresponding":[84],"simulation":[85,91],"experiments":[86],"conducted,":[88],"results":[92],"verify":[93],"effectiveness":[95],"robustness":[97],"proposed":[100,106],"NCZNN":[101],"model.":[102],"Moreover,":[103],"article":[109],"further":[111],"applied":[112],"issue":[116],"small":[118],"target":[119],"detection":[120],"remote":[122],"sensing":[123],"images,":[124],"which":[125],"modeled":[127],"serial":[137],"conversions":[139],"based":[140],"on":[141],"constrained":[142],"energy":[143],"minimization":[144],"algorithm.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}