{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T06:51:50Z","timestamp":1780469510808,"version":"3.54.1"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NSF Career Award","award":["#CCF-1350264"],"award-info":[{"award-number":["#CCF-1350264"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Automat. Contr."],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/tac.2018.2797164","type":"journal-article","created":{"date-parts":[[2018,1,23]],"date-time":"2018-01-23T19:16:33Z","timestamp":1516734993000},"page":"3558-3565","source":"Crossref","is-referenced-by-count":180,"title":["Linear Convergence in Optimization Over Directed Graphs With Row-Stochastic Matrices"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0504-1015","authenticated-orcid":false,"given":"Chenguang","family":"Xi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9576-0317","authenticated-orcid":false,"given":"Van Sy","family":"Mai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1697-9116","authenticated-orcid":false,"given":"Ran","family":"Xin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1545-3630","authenticated-orcid":false,"given":"Eyad H.","family":"Abed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0853-6518","authenticated-orcid":false,"given":"Usman A.","family":"Khan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","author":"berman","year":"1970","journal-title":"Nonnegative Matrices in the Mathematical Sciences"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2014.7094714"},{"key":"ref33","first-page":"1","article-title":"ADD-OPT: Accelerated distributed directed optimization","author":"xi","year":"2017","journal-title":"IEEE Trans Automat Control"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2017.2672698"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1287\/opre.18.1.87"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2015.7402401"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800020109"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1137\/16M1084316"},{"key":"ref35","author":"horn","year":"2013","journal-title":"Matrix Analysis"},{"key":"ref34","first-page":"7165","article-title":"Distributed optimization over weighted directed graphs using row stochastic matrix","author":"mai","year":"2016","journal-title":"Proc 2016 Amer Control Conf"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1561\/2200000050"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2010.2091295"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2010.2041686"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1007\/s10957-010-9737-7","article-title":"Distributed stochastic subgradient projection algorithms for convex optimization","volume":"147","author":"ram","year":"2010","journal-title":"J Optim Theory Appl"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3182\/20110828-6-IT-1002.01959"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2254478"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2012.6425904"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2304432"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2298712"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/14096668X"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2016.2615066"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2017.2749265"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.06.038"},{"key":"ref3","first-page":"2013","article-title":"Online\n learning of dynamic parameters in social networks","author":"shahrampour","year":"0","journal-title":"Proc 26th Adv Neural Inf Process Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2038423"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/984622.984626"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2012.08.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2004.1428778"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2017.2686441"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2329397"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1109\/MCS.2007.338264","article-title":"Information consensus\n in multivehicle cooperative control","volume":"27","author":"ren","year":"2007","journal-title":"IEEE Control Syst"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref20","first-page":"1","article-title":"Harnessing smoothness to accelerate distributed optimization","author":"qu","year":"2017","journal-title":"IEEE Trans Control Netw Syst"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2012.6426375"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2364096"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/Allerton.2012.6483403"},{"key":"ref23","author":"tsianos","year":"2013","journal-title":"The role of the Network in Distributed Optimization Algorithms Convergence Rates Scalability Communication\/Computation Tradeoffs and Communication Delays"},{"key":"ref41","author":"polyak","year":"1987","journal-title":"Introduction to Optimization"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SFCS.2003.1238221"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2010.5513273"}],"container-title":["IEEE Transactions on Automatic Control"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/9\/8472218\/8267245-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9\/8472218\/08267245.pdf?arnumber=8267245","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:49:07Z","timestamp":1649443747000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8267245\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":41,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tac.2018.2797164","relation":{},"ISSN":["0018-9286","1558-2523","2334-3303"],"issn-type":[{"value":"0018-9286","type":"print"},{"value":"1558-2523","type":"electronic"},{"value":"2334-3303","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10]]}}}