{"id":"https://openalex.org/W4414079407","doi":"https://doi.org/10.1109/lcsys.2025.3607369","title":"An Accelerated Distributed Proportional-Integral Method for Distributed Constrained Optimization","display_name":"An Accelerated Distributed Proportional-Integral Method for Distributed Constrained Optimization","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414079407","doi":"https://doi.org/10.1109/lcsys.2025.3607369"},"language":"en","primary_location":{"id":"doi:10.1109/lcsys.2025.3607369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2025.3607369","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"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 Control Systems Letters","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/A5064234407","display_name":"Zhen Yang","orcid":"https://orcid.org/0009-0008-3889-9644"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Yang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-3889-9644","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085711120","display_name":"Wangli He","orcid":"https://orcid.org/0000-0003-3857-4125"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangli He","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3857-4125","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069883451","display_name":"A. Pedro Aguiar","orcid":"https://orcid.org/0000-0001-7105-0505"},"institutions":[{"id":"https://openalex.org/I4210097193","display_name":"Technologies pour la Sant\u00e9","ror":"https://ror.org/012hpz460","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210097193"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Pedro Aguiar","raw_affiliation_strings":["Research Center for Systems and Technologies (SYSTEC-ARISE), Faculty of Engineering, University of Porto, Porto, Portugal","Faculty of Engineering, Research Center for Systems and Technologies SYSTEC-ARISE, University of Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7105-0505","affiliations":[{"raw_affiliation_string":"Research Center for Systems and Technologies (SYSTEC-ARISE), Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I4210097193"]},{"raw_affiliation_string":"Faculty of Engineering, Research Center for Systems and Technologies SYSTEC-ARISE, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I4210097193"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064234407"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":1.0999,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81521914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":null,"first_page":"2241","last_page":"2246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9247999787330627,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9247999787330627,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9217000007629395,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9200000166893005,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.6270999908447266},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.5497000217437744},{"id":"https://openalex.org/keywords/constrained-optimization-problem","display_name":"Constrained optimization problem","score":0.5074999928474426},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4771000146865845},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.47380000352859497},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4675000011920929},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.42480000853538513},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4244999885559082}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6832000017166138},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.6270999908447266},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.5497000217437744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5444999933242798},{"id":"https://openalex.org/C2989514635","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization problem","level":3,"score":0.5074999928474426},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4771000146865845},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.47380000352859497},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4675000011920929},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.42480000853538513},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4244999885559082},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3822999894618988},{"id":"https://openalex.org/C115680565","wikidata":"https://www.wikidata.org/wiki/Q5977448","display_name":"Gradient method","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3431999981403351},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.3167000114917755},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C150452318","wikidata":"https://www.wikidata.org/wiki/Q4820432","display_name":"Augmented Lagrangian method","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C177067428","wikidata":"https://www.wikidata.org/wiki/Q17013331","display_name":"Feasible region","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C122268817","wikidata":"https://www.wikidata.org/wiki/Q2020318","display_name":"Frank\u2013Wolfe algorithm","level":5,"score":0.2709999978542328},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2590000033378601}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcsys.2025.3607369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2025.3607369","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"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 Control Systems Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4506618291","display_name":null,"funder_award_id":"2022YFB3305900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7790549961","display_name":null,"funder_award_id":"ICT2024A14","funder_id":"https://openalex.org/F4320326952","funder_display_name":"State Key Laboratory of Industrial Control Technology"}],"funders":[{"id":"https://openalex.org/F4320326952","display_name":"State Key Laboratory of Industrial Control Technology","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"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":26,"referenced_works":["https://openalex.org/W1988720110","https://openalex.org/W2114791779","https://openalex.org/W2124541940","https://openalex.org/W2129122308","https://openalex.org/W2148087609","https://openalex.org/W2594659080","https://openalex.org/W2617089797","https://openalex.org/W2763533254","https://openalex.org/W2792751837","https://openalex.org/W2964103300","https://openalex.org/W2973303672","https://openalex.org/W2999668538","https://openalex.org/W3006548771","https://openalex.org/W3043309535","https://openalex.org/W3093622278","https://openalex.org/W3110931384","https://openalex.org/W4229706427","https://openalex.org/W4376121936","https://openalex.org/W4376607887","https://openalex.org/W4389232943","https://openalex.org/W4391020220","https://openalex.org/W4391547484","https://openalex.org/W4396594848","https://openalex.org/W4401687337","https://openalex.org/W4402263915","https://openalex.org/W4407900138"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027"],"abstract_inverted_index":{"This":[0],"paper":[1,44],"addresses":[2],"the":[3,18,27,72,100],"distributed":[4,53],"constrained":[5,30],"optimization":[6],"problem":[7],"over":[8],"multi-agent":[9],"networks,":[10],"where":[11],"a":[12,32,38,46],"group":[13],"of":[14,20,60],"agents":[15],"collaboratively":[16],"minimizes":[17],"average":[19,40],"their":[21],"locally":[22],"held":[23],"objective":[24],"functions,":[25],"with":[26],"decision":[28],"variables":[29],"within":[31],"global":[33],"closed":[34],"convex":[35,97],"set.":[36],"From":[37],"dynamic":[39],"consensus":[41],"perspective,":[42],"this":[43],"proposes":[45],"new":[47],"accelerated":[48],"projection-based":[49],"methods":[50],"based":[51],"on":[52,81],"proportional-integral":[54],"(PI)":[55],"framework,":[56],"which":[57],"requires":[58],"communication":[59,73],"only":[61],"one":[62],"intermediate":[63],"variable":[64],"and":[65,95],"avoids":[66],"explicit":[67],"gradient":[68,82],"estimation,":[69],"thereby":[70],"reducing":[71],"burden":[74],"compared":[75],"to":[76,105],"existing":[77],"approaches":[78],"that":[79],"rely":[80],"tracking":[83],"techniques.":[84],"To":[85],"accelerate":[86],"convergence,":[87],"heavy-ball":[88],"momentum":[89],"terms":[90],"are":[91],"incorporated.":[92],"Under":[93],"smooth":[94],"strongly":[96],"function":[98],"assumptions,":[99],"proposed":[101],"approach":[102],"is":[103],"demonstrated":[104],"converge":[106],"linearly.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-16T23:16:36.188383","created_date":"2025-10-10T00:00:00"}