{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T06:24:20Z","timestamp":1761805460357,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T00:00:00Z","timestamp":1624838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T00:00:00Z","timestamp":1624838400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T00:00:00Z","timestamp":1624838400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,6,28]]},"DOI":"10.1109\/cec45853.2021.9504773","type":"proceedings-article","created":{"date-parts":[[2021,8,9]],"date-time":"2021-08-09T21:57:06Z","timestamp":1628546226000},"page":"926-933","source":"Crossref","is-referenced-by-count":8,"title":["Multi-Objective Evolutionary Design of Composite Data-Driven Models"],"prefix":"10.1109","author":[{"given":"Iana S.","family":"Polonskaia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolay O.","family":"Nikitin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilia","family":"Revin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pavel","family":"Vychuzhanin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anna V.","family":"Kalyuzhnaya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"10","article-title":"A graph-based evolutionary algorithm for automated machine learning","volume":"1","author":"qi","year":"2020","journal-title":"Software Engineering Review"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/artl_e_00282"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"article-title":"Evolution strategies as a scalable alternative to reinforcement learning","year":"2017","author":"salimans","key":"ref13"},{"key":"ref14","first-page":"66","article-title":"Tpot: A tree-based pipeline optimization tool for automating machine learning","author":"olson","year":"2016","journal-title":"Workshop on Automatic Machine Learning"},{"article-title":"Multi-objective automatic machine learning with autoxgboostmc","year":"2019","author":"pfisterer","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3321707.3321729"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3377930.3389815"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3377929.3398167"},{"key":"ref19","first-page":"129","article-title":"The data-driven physical-based equations discovery using evolutionary approach","author":"hvatov","year":"0"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/e23010028"},{"key":"ref27","article-title":"Spea2: Improving the strength pareto evolutionary algorithm","volume":"103","author":"zitzler","year":"2001","journal-title":"TIK-Report"},{"key":"ref3","first-page":"13","article-title":"Towards further automation in automl","author":"feurer","year":"2018","journal-title":"ICML AutoML Workshop"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05318-5_6"},{"key":"ref5","article-title":"H2o automl: Scalable automatic machine learning","author":"ledell","year":"2020","journal-title":"7th ICML Workshop on Automated Machine Learning"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/457"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403261"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/DSMP.2018.8478522"},{"article-title":"Darts: Differentiable architecture search","year":"2018","author":"liu","key":"ref9"},{"key":"ref1","volume":"6","author":"caldwell","year":"2013","journal-title":"Mathematical modelling concepts and case studies"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.01.011"},{"key":"ref22","first-page":"5","article-title":"New methods for the identification of nonlinear model structures based upon genetic programming techniques","volume":"31","author":"winkler","year":"2005","journal-title":"Systems Science"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspi.2014.12.004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CEC48606.2020.9185770"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.11.043"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1186\/s13040-017-0154-4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2597453.2597455"}],"event":{"name":"2021 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2021,6,28]]},"location":"Krak\u00f3w, Poland","end":{"date-parts":[[2021,7,1]]}},"container-title":["2021 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9504682\/9504683\/09504773.pdf?arnumber=9504773","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:44:30Z","timestamp":1652197470000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9504773\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,28]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/cec45853.2021.9504773","relation":{},"subject":[],"published":{"date-parts":[[2021,6,28]]}}}