{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:43:49Z","timestamp":1777704229945,"version":"3.51.4"},"reference-count":14,"publisher":"SAGE Publications","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2021,4,12]]},"abstract":"<jats:p>The macro traffic flow model of expressway is transformed into a general discrete-time nonlinear system model including this model by using the repeatability of the macro traffic flow model, and then a parameter identification algorithm based on iterative learning is designed for this general discrete-time nonlinear system model. The convergence of this parameter identification scheme is proved by strict theoretical derivation and robustness. Simulation results verify the effectiveness of the algorithm.<\/jats:p>","DOI":"10.3233\/jifs-189466","type":"journal-article","created":{"date-parts":[[2020,11,3]],"date-time":"2020-11-03T11:58:30Z","timestamp":1604404710000},"page":"6295-6303","source":"Crossref","is-referenced-by-count":0,"title":["Iterative learning identification method for parameters of macro traffic flow model"],"prefix":"10.1177","volume":"40","author":[{"given":"Yuan","family":"Chen","sequence":"first","affiliation":[{"name":"Hunan Communication Polytechnic, Hunan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"4","key":"10.3233\/JIFS-189466_ref1","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1109\/TITS.2002.806803","article-title":"Freeway ramp metering: an overview","volume":"3","author":"Parageorgiou","year":"2002","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"10.3233\/JIFS-189466_ref2","unstructured":"Masher D.P. , Guidelines for Design and Operation of Ramp Control Systems, California, USA: Transportation Research Board, 1976."},{"issue":"3","key":"10.3233\/JIFS-189466_ref3","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/S0191-2615(03)00012-2","article-title":"A flow-maximizing adaptive local ramp metering strategy[J]","volume":"38","author":"Smaragdis","year":"2003","journal-title":"Transportation Research B: Methodological"},{"issue":"5","key":"10.3233\/JIFS-189466_ref5","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/S0968-090X(00)00044-9","article-title":"Coordinated traffic responsive ramp control via nonlinear state feedback","volume":"9","author":"Zhang","year":"2001","journal-title":"Transportation Research Part C: Emerging Technologies"},{"issue":"1","key":"10.3233\/JIFS-189466_ref6","first-page":"65","article-title":"Coordinated and integrated control of motorway networks via non-linear optimal control","volume":"10","author":"Kotsiaios","year":"2002","journal-title":"Transportation Research: Emerging Technologies"},{"key":"10.3233\/JIFS-189466_ref8","doi-asserted-by":"crossref","first-page":"882","DOI":"10.4028\/www.scientific.net\/AMR.219-220.882","article-title":"Traffic Flow Detection on Highways in the Intelligent Transportation System[J]","volume":"219-220","author":"Yin","year":"2011","journal-title":"Advanced Materials Research"},{"issue":"02","key":"10.3233\/JIFS-189466_ref12","first-page":"305","article-title":"An improved BP artificial neural network algorithm for urban traffic flow intelligent prediction[J]","volume":"2009","author":"Shi-Yong","journal-title":"Journal of Chongqing University of Posts and Telecommunications (NATURAL SCIENCE EDITION)"},{"issue":"10","key":"10.3233\/JIFS-189466_ref14","doi-asserted-by":"crossref","first-page":"2699","DOI":"10.1016\/j.cnsns.2013.02.018","article-title":"Analytical studies on the instabilities of heterogeneous intelligent traffic flow[J]","volume":"18","author":"Ngoduy","year":"2013","journal-title":"Communications in Nonlinear ence & Numerical Simulation"},{"issue":"10","key":"10.3233\/JIFS-189466_ref15","doi-asserted-by":"crossref","first-page":"4714","DOI":"10.1109\/TIE.2012.2213556","article-title":"A intelligent particle swarm optimization for short-term traffic flow forecasting using on-road sensor systems[J]","volume":"60","author":"Chan","year":"2013","journal-title":"IEEE Transactions on Industrial Electronics"},{"key":"10.3233\/JIFS-189466_ref16","doi-asserted-by":"crossref","unstructured":"Hongxia G. , Shiqiang D. and Huibing Z. , Cellular automaton traffic flow model considering intelligent transportation system[J], Acta Physica Sinica 54(10), 2005.","DOI":"10.7498\/aps.54.4621"},{"issue":"11","key":"10.3233\/JIFS-189466_ref17","first-page":"209","article-title":"Intelligent Controlling Simulation of Traffic Flow in a Small City Network[J]","volume":"73","author":"Fouladvand","year":"2005","journal-title":"Journal of the Physical Society of Japan"},{"issue":"5","key":"10.3233\/JIFS-189466_ref18","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1080\/00423119808969455","article-title":"Intelligent Cruise Control System Design Based on a Traffic Flow Specification[J]","volume":"30","author":"Swaroop","year":"1998","journal-title":"Vehicle System Dynamics"},{"issue":"8","key":"10.3233\/JIFS-189466_ref19","doi-asserted-by":"crossref","first-page":"4032","DOI":"10.7498\/aps.55.4032","article-title":"Intelligent decision-making in a two-route traffic flow model[J]","volume":"55","author":"Fu","year":"2006","journal-title":"Acta Physica Sinica -Chinese Edition-"},{"issue":"8","key":"10.3233\/JIFS-189466_ref20","first-page":"4032","article-title":"Intelligent decision-making in a two-route traffic flow model [J]","volume":"55","author":"ChuanJi","year":"2006","journal-title":"Journal of Physics"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-189466","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:40:45Z","timestamp":1777455645000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-189466"}},"subtitle":[],"editor":[{"given":"Suresh Chandra","family":"Satapathy","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Rashmi","family":"Agrawal","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Vicente","family":"Garc\u00eda D\u00edaz","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,4,12]]},"references-count":14,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.3233\/jifs-189466","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4,12]]}}}