{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T12:32:54Z","timestamp":1730205174982,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/cec.2018.8477985","type":"proceedings-article","created":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T00:33:13Z","timestamp":1540254793000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Quantum-Inspired Optimization of Echo State Networks Applied to System Identification"],"prefix":"10.1109","author":[{"given":"Paulo R. M.","family":"Paiva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marley M. B. R.","family":"Vellasco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jose F. M.","family":"Amaral","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","first-page":"312","article-title":"Adapting arbitrary normal mutation distributions in evolution strategies: the covariance matrix adaptation","author":"hansen","year":"1996","journal-title":"Proc CCECE 96"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1016\/j.engappai.2016.07.004","article-title":"Inference of compact nonlinear dynamic models by epigenetic local search","volume":"55","author":"la","year":"2016","journal-title":"Engineering Applications of Artificial Intelligence"},{"key":"ref30","article-title":"Uma nova abordagem vector fitting para identifica&#x00E7;&#x00E3;o de sistemas com dados no dom&#x00ED;nio do tempo","author":"schumacher","year":"2015","journal-title":"XI Simp&#x00F3;sio Brasileiro de Automa&#x00E7;&#x00E3;o Inteligente (SBAI)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23983-5_2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.01.029"},{"key":"ref12","first-page":"531","article-title":"Genetic Algorithm for Reservoir Computing Optimization","author":"ferreira","year":"2009","journal-title":"Proceedings of International Joint Conference on Neural Networks"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/OCEANS.2004.1405751"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/NaBIC.2014.6921880"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/j.asoc.2017.01.049","article-title":"PSO-based analysis of Echo State Network parameters for time series forecasting","volume":"55","author":"chouikhi","year":"2017","journal-title":"Applied Soft Computing"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/978-3-540-78532-3_6","article-title":"Quantum-Inspired Evolutionary Algorithm for Numerical Optimization","volume":"121","author":"cruz","year":"2008","journal-title":"Book Series Studies in Computational Intelligence Book Quantum Inspired Intelligent Systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.2003010"},{"key":"ref18","first-page":"580","article-title":"Quantum-Inspired Evolutionary Algorithm for a Class of Combinatorial Optimization","volume":"6","author":"han","year":"2002","journal-title":"IEEE Transaction on Neural Networks"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.07.046"},{"journal-title":"Simple toolbox for ESNs","year":"2009","author":"jaeger","key":"ref28"},{"journal-title":"System Identification-Theory for the User","year":"1999","author":"ljung","key":"ref4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.23919\/ECC.2013.6669201"},{"journal-title":"Nonlinear System Identification From Classical Approaches to Neural Networks and Fuzzy Models","year":"2001","author":"nelles","key":"ref3"},{"key":"ref6","first-page":"1","author":"jaeger","year":"2010","journal-title":"The echo state approach to analysing and training recurrent neural networks&#x201D; - with an Erratum note"},{"key":"ref29","article-title":"Simultaneous Computation of Model Order and Parameter Estimation for System Identification Based on Gravitational Search Algorithm","author":"azmi","year":"2015","journal-title":"International Conference on Intelligent Systems Modelling and Simulation (ISMS)"},{"key":"ref5","article-title":"An overview of reservoir computing: theory, applications and implementations","author":"schrauwen","year":"2007","journal-title":"Proceedings of the ESANN'2007 European Symposium on Artificial Neural Networks"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WCICA.2016.7578240"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.04.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/9781118535561"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2015.2501312"},{"journal-title":"Introdu&#x00E7;&#x00E3;o &#x00E0; Identifica&#x00E7;&#x00E3;o de Sistemas - T&#x00E9;cnicas Lineares e N&#x00E3;o Lineares Teoria e Aplica&#x00E7;&#x00E3;o","year":"2015","author":"aguirre","key":"ref1"},{"key":"ref20","first-page":"125","article-title":"Quantum-Inspired Evolutionary Algorithms Applied to Neural Network Modeling","author":"vellasco","year":"2010","journal-title":"2010 IEEE World Congress on Computational Intelligence (WCCI) International Joint Conference on Neural Networks (IJCNN2010)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICIA.2006.305921"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2010.10.013"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-35289-8_36","article-title":"A Practical Guide to Applying Echo State Networks","volume":"7700","author":"luko\u0161evi?ius","year":"2012","journal-title":"Neural Networks Tricks of the Trade Lecture Notes in Computer Science"},{"key":"ref23","first-page":"48","author":"jaeger","year":"2013","journal-title":"A tutorial on training recurrent neural networks covering BPPT RTRL EKF and the &#x201C;echo state network&#x201D; approach"},{"journal-title":"DaISy Database for the Identification of Systems","year":"2018","author":"de moor","key":"ref26"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/NABIC.2009.5393327"}],"event":{"name":"2018 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2018,7,8]]},"location":"Rio de Janeiro","end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8466244\/8477640\/08477985.pdf?arnumber=8477985","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T06:12:49Z","timestamp":1598249569000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477985\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/cec.2018.8477985","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}