{"id":"https://openalex.org/W2056182476","doi":"https://doi.org/10.1109/allerton.2012.6483402","title":"On the limiting behavior of distributed optimization strategies","display_name":"On the limiting behavior of distributed optimization strategies","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2056182476","doi":"https://doi.org/10.1109/allerton.2012.6483402","mag":"2056182476"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2012.6483402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2012.6483402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/233430","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088339142","display_name":"Jianshu Chen","orcid":"https://orcid.org/0000-0001-8216-2756"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianshu Chen","raw_affiliation_strings":["Department of Electrical Engineering, University of California, Los Angeles, CA","Department of Electrical Engineering, University of California Los Angeles CA 90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of California Los Angeles CA 90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091103447","display_name":"Ali H. Sayed","orcid":"https://orcid.org/0000-0002-5125-5519"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali H. Sayed","raw_affiliation_strings":["Department of Electrical Engineering, University of California, Los Angeles, CA","Department of Electrical Engineering, University of California Los Angeles CA 90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of California Los Angeles CA 90095","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1535","last_page":"1542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9991999864578247,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9979000091552734,"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/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.7907761335372925},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7763696908950806},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.6864814758300781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6856566071510315},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6000151038169861},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5924938917160034},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5760911703109741},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5605998635292053},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46918582916259766},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.4570896327495575},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4113355278968811},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.30385226011276245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16157937049865723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12854039669036865},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.07522806525230408},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06505966186523438}],"concepts":[{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7907761335372925},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7763696908950806},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.6864814758300781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856566071510315},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6000151038169861},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5924938917160034},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5760911703109741},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5605998635292053},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46918582916259766},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.4570896327495575},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4113355278968811},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.30385226011276245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16157937049865723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12854039669036865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.07522806525230408},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06505966186523438},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/allerton.2012.6483402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2012.6483402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:233430","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233430","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:233430","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233430","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1514337951","https://openalex.org/W1603765807","https://openalex.org/W1967749183","https://openalex.org/W1971942712","https://openalex.org/W2007208291","https://openalex.org/W2029080014","https://openalex.org/W2042664989","https://openalex.org/W2044212084","https://openalex.org/W2048163022","https://openalex.org/W2066332749","https://openalex.org/W2075268401","https://openalex.org/W2099710615","https://openalex.org/W2108306501","https://openalex.org/W2111395440","https://openalex.org/W2111714602","https://openalex.org/W2117266145","https://openalex.org/W2118776392","https://openalex.org/W2121820607","https://openalex.org/W2134711723","https://openalex.org/W2138309709","https://openalex.org/W2149541341","https://openalex.org/W2153368486","https://openalex.org/W2154834860","https://openalex.org/W2158491950","https://openalex.org/W2160827399","https://openalex.org/W2162594647","https://openalex.org/W2169818402","https://openalex.org/W2951274526","https://openalex.org/W3131899091","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2337862504","https://openalex.org/W2084351816","https://openalex.org/W4312397206","https://openalex.org/W1989514163","https://openalex.org/W2014348460","https://openalex.org/W2592520007","https://openalex.org/W1534737284","https://openalex.org/W2142015089","https://openalex.org/W4297998508","https://openalex.org/W2056182476"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"recent":[2],"developments":[3],"in":[4],"the":[5,17,27,37,47,60,64,67,73,87],"context":[6],"of":[7,21,29,39,51,59,66,90],"adaptation":[8],"over":[9],"networks,":[10],"this":[11],"work":[12],"establishes":[13],"useful":[14,82],"results":[15,80],"about":[16],"limiting":[18],"global":[19],"behavior":[20,89],"diffusion":[22],"and":[23,49,70,93],"consensus":[24],"strategies":[25,92],"for":[26],"solution":[28,69,75],"distributed":[30,52,74,91],"optimization":[31],"problems.":[32],"It":[33],"is":[34],"known":[35],"that":[36],"choice":[38],"combination":[40,61,97],"policies":[41,62],"has":[42],"a":[43],"direct":[44],"bearing":[45],"on":[46],"convergence":[48,88],"performance":[50],"solutions.":[53],"This":[54],"article":[55],"reveals":[56],"what":[57],"aspects":[58],"determine":[63],"nature":[65],"Pareto-optimal":[68],"how":[71],"close":[72],"gets":[76],"to":[77,85,94],"it.":[78],"The":[79],"suggest":[81],"constructive":[83],"procedures":[84],"control":[86],"design":[95],"effective":[96],"procedures.":[98]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":8}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
