{"id":"https://openalex.org/W2572886545","doi":"https://doi.org/10.1109/ecc.2016.7810574","title":"A Quasi-newton prediction-correction method for decentralized dynamic convex optimization","display_name":"A Quasi-newton prediction-correction method for decentralized dynamic convex optimization","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2572886545","doi":"https://doi.org/10.1109/ecc.2016.7810574","mag":"2572886545"},"language":"en","primary_location":{"id":"doi:10.1109/ecc.2016.7810574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecc.2016.7810574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 European Control Conference (ECC)","raw_type":"proceedings-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/A5019172720","display_name":"Andrea Simonetto","orcid":"https://orcid.org/0000-0003-2923-3361"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andrea Simonetto","raw_affiliation_strings":["Department of Electrical Engineering, Delft University of Technology, Delft, CD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025896653","display_name":"Alec Koppel","orcid":"https://orcid.org/0000-0003-2447-2873"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alec Koppel","raw_affiliation_strings":["Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008417632","display_name":"Aryan Mokhtari","orcid":"https://orcid.org/0000-0001-6603-0091"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aryan Mokhtari","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, US","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089101522","display_name":"Geert Leus","orcid":"https://orcid.org/0000-0001-8288-867X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Geert Leus","raw_affiliation_strings":["Department of Electrical Engineering, Delft University of Technology, Delft, CD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078862959","display_name":"Alejandro Ribeiro","orcid":"https://orcid.org/0000-0003-4230-9906"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alejandro Ribeiro","raw_affiliation_strings":["Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8863,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7993904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"48","issue":null,"first_page":"1934","last_page":"1939"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.727319598197937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7125008702278137},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6062254905700684},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5688298940658569},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5272466540336609},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.512225329875946},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5016782283782959},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.499072790145874},{"id":"https://openalex.org/keywords/newtons-method","display_name":"Newton's method","score":0.4954870939254761},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.46853533387184143},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.4216488003730774},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.41540712118148804},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3324778079986572},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19045525789260864},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.08659574389457703}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.727319598197937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125008702278137},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6062254905700684},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5688298940658569},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5272466540336609},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.512225329875946},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5016782283782959},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.499072790145874},{"id":"https://openalex.org/C85189116","wikidata":"https://www.wikidata.org/wiki/Q374195","display_name":"Newton's method","level":3,"score":0.4954870939254761},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.46853533387184143},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.4216488003730774},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.41540712118148804},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3324778079986572},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19045525789260864},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.08659574389457703},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":1,"locations":[{"id":"doi:10.1109/ecc.2016.7810574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecc.2016.7810574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W3521565","https://openalex.org/W914658793","https://openalex.org/W1568288633","https://openalex.org/W1964927113","https://openalex.org/W2000340206","https://openalex.org/W2012167011","https://openalex.org/W2029184861","https://openalex.org/W2047445817","https://openalex.org/W2048100837","https://openalex.org/W2056263844","https://openalex.org/W2094180272","https://openalex.org/W2094336028","https://openalex.org/W2105837036","https://openalex.org/W2111714602","https://openalex.org/W2114085163","https://openalex.org/W2126428682","https://openalex.org/W2149519261","https://openalex.org/W2159826786","https://openalex.org/W2169329579","https://openalex.org/W2226884960","https://openalex.org/W2246576978","https://openalex.org/W2246760344","https://openalex.org/W2255965710","https://openalex.org/W2270353611","https://openalex.org/W2291507920","https://openalex.org/W2496276084","https://openalex.org/W2606681432","https://openalex.org/W2763066689","https://openalex.org/W2964313463","https://openalex.org/W3103470934","https://openalex.org/W3104539924","https://openalex.org/W4231183558","https://openalex.org/W4294585425","https://openalex.org/W6624272836","https://openalex.org/W6638361139","https://openalex.org/W6673953052","https://openalex.org/W6681968160","https://openalex.org/W6689645015","https://openalex.org/W6691180014","https://openalex.org/W6691936191","https://openalex.org/W6694073633"],"related_works":["https://openalex.org/W2756132392","https://openalex.org/W2985979428","https://openalex.org/W2510140549","https://openalex.org/W2187449906","https://openalex.org/W4285101096","https://openalex.org/W4382725876","https://openalex.org/W2084892497","https://openalex.org/W2115614142","https://openalex.org/W4320477335","https://openalex.org/W1561889708"],"abstract_inverted_index":{"We":[0,102,125],"introduce":[1],"DeNT,":[2,86],"a":[3,43,81,95,131,136,152],"decentralized":[4,96],"Newton-based":[5],"tracking":[6],"algorithm":[7],"that":[8],"solves":[9],"and":[10,41,57,98,150,159],"track":[11],"the":[12,26,31,53,69,73,109,113,140],"solution":[13],"trajectory":[14],"of":[15,72,148],"continuously":[16],"varying":[17],"networked":[18],"convex":[19],"optimization":[20,33,114],"problems.":[21],"DeNT":[22],"is":[23,35,45,66,78,120],"derived":[24],"from":[25],"prediction-correction":[27],"methodology,":[28],"by":[29,146],"which":[30,108],"time-varying":[32],"problem":[34,134],"sampled":[36],"at":[37],"discrete":[38],"time":[39,119],"instances":[40],"then":[42,126],"sequence":[44],"generated":[46],"via":[47],"alternatively":[48],"executing":[49],"predictions":[50],"on":[51,59,68,80,111],"how":[52,60,89,112],"optimizers":[54],"are":[55,116],"changing":[56,117],"corrections":[58],"they":[61],"actually":[62],"have":[63],"changed.":[64],"Prediction":[65],"based":[67,79],"sample":[70],"dynamics":[71],"optimality":[74],"conditions,":[75],"while":[76],"correction":[77],"Newton":[82],"method.":[83],"After":[84],"presenting":[85],"we":[87],"show":[88],"it":[90,104],"can":[91],"be":[92],"implemented":[93],"in":[94,107,118,135],"way":[97],"analyze":[99],"its":[100],"convergence.":[101],"extend":[103],"to":[105,130],"cases":[106],"knowledge":[110],"programs":[115],"only":[121],"approximate,":[122],"proposing":[123],"DeANT.":[124],"present":[127],"an":[128],"application":[129],"resource":[132],"allocation":[133],"wireless":[137],"network,":[138],"demonstrating":[139],"proposed":[141],"method":[142],"outperforms":[143],"existing":[144],"methods":[145],"orders":[147],"magnitude,":[149],"exhibits":[151],"trade-off":[153],"between":[154],"convergence":[155],"accuracy,":[156],"sampling":[157],"interval,":[158],"network":[160],"communications.":[161]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}