{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T15:27:08Z","timestamp":1775143628744,"version":"3.50.1"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276100"],"award-info":[{"award-number":["62276100"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Natural Science Funds for Distinguished Young Scholars","award":["2022B1515020049"],"award-info":[{"award-number":["2022B1515020049"]}]},{"name":"Guangdong Regional Joint Funds for Basic and Applied Research","award":["2021B1515120078"],"award-info":[{"award-number":["2021B1515120078"]}]},{"name":"TCL Young Scholars Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Syst. Man Cybern, Syst."],"published-print":{"date-parts":[[2024,7]]},"DOI":"10.1109\/tsmc.2024.3374889","type":"journal-article","created":{"date-parts":[[2024,4,11]],"date-time":"2024-04-11T19:04:32Z","timestamp":1712862272000},"page":"4247-4259","source":"Crossref","is-referenced-by-count":23,"title":["Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution"],"prefix":"10.1109","volume":"54","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8063-8984","authenticated-orcid":false,"given":"Hongshu","family":"Guo","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6639-8547","authenticated-orcid":false,"given":"Yining","family":"Ma","sequence":"additional","affiliation":[{"name":"Department of Industrial Systems Engineering and Management, College of Design and Engineering, National University of Singapore, Cluny Road, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6216-9379","authenticated-orcid":false,"given":"Zeyuan","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7539-6156","authenticated-orcid":false,"given":"Jiacheng","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2592-6945","authenticated-orcid":false,"given":"Xinglin","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4499-759X","authenticated-orcid":false,"given":"Zhiguang","family":"Cao","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, Singapore Management University, Victoria Street, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4148-4294","authenticated-orcid":false,"given":"Jun","family":"Zhang","sequence":"additional","affiliation":[{"name":"Nankai University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5648-1160","authenticated-orcid":false,"given":"Yue-Jiao","family":"Gong","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04832-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1090.001.0001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref5","volume-title":"No free lunch theorems for search","author":"Wolpert","year":"1995"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1162\/evco_a_00242"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1126\/science.275.5296.51"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(00)00081-3"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04244-7_14"},{"key":"ref10","first-page":"1","article-title":"Multi-agent dynamic algorithm configuration","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xue"},{"key":"ref11","first-page":"427","article-title":"Dynamic algorithm configuration: Foundation of a new meta-algorithmic framework","volume-title":"Proc. 24th Eur. Conf. Artif. Intell.","author":"Biedenkapp"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2330163.2330209"},{"key":"ref13","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017","journal-title":"arXiv:1707.06347"},{"key":"ref14","volume-title":"Problem definitions and evaluation criteria for the CEC 2021 on single objective bound constrained numerical optimization","author":"Mohamed","year":"2020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2828018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2916184"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.3030792"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.04.024"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.11.106"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.872133"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CEC45853.2021.9504782"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2013.6557555"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CEC45853.2021.9504959"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CEC55065.2022.9870295"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CEC45853.2021.9504792"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.09.053"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2014613"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.06.011"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2023.3281876"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3245212"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-023-01243-9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107678"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3321707.3321813"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3060811"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24797-2_4"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2022.101194"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1162\/1063656054088549"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144085"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24855-2_76"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71605-1_22"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2744324"},{"key":"ref45","article-title":"OpenAI gym","author":"Brockman","year":"2016","journal-title":"arXiv:1606.01540"},{"key":"ref46","article-title":"Zur Theorie der linearen und nichtlinearen Integralgleichungen: I. Teil: Entwicklung willk\u00fcrlicher Funktionen nach Systemen vorgeschriebener","volume-title":"Integralgleichungen und Gleichungen mit unendlich vielen Unbekannten","author":"Hilbert","year":"190"}],"container-title":["IEEE Transactions on Systems, Man, and Cybernetics: Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221021\/10559915\/10496708.pdf?arnumber=10496708","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,6]],"date-time":"2025-01-06T19:40:02Z","timestamp":1736192402000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10496708\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7]]},"references-count":46,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tsmc.2024.3374889","relation":{},"ISSN":["2168-2216","2168-2232"],"issn-type":[{"value":"2168-2216","type":"print"},{"value":"2168-2232","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7]]}}}