{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T14:55:58Z","timestamp":1784904958212,"version":"3.55.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"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":["62206120"],"award-info":[{"award-number":["62206120"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62106096"],"award-info":[{"award-number":["62106096"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62036006"],"award-info":[{"award-number":["62036006"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276202"],"award-info":[{"award-number":["62276202"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62476118"],"award-info":[{"award-number":["62476118"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Shenzhen Technology Plan","doi-asserted-by":"publisher","award":["JCYJ20220530113013031"],"award-info":[{"award-number":["JCYJ20220530113013031"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministry of Education Joint Fund","award":["8091B03072304"],"award-info":[{"award-number":["8091B03072304"]}]},{"name":"National Key Laboratory of Science and Technology on Space Microwave","award":["HTKJ2024KL504008"],"award-info":[{"award-number":["HTKJ2024KL504008"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["QTZX22047"],"award-info":[{"award-number":["QTZX22047"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Syst. Man Cybern, Syst."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tsmc.2024.3519537","type":"journal-article","created":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T14:38:27Z","timestamp":1735655907000},"page":"2196-2210","source":"Crossref","is-referenced-by-count":8,"title":["Customized Evolutionary Expensive Optimization: Efficient Search and Surrogate Strategies for Continuous and Categorical Variables"],"prefix":"10.1109","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1152-6780","authenticated-orcid":false,"given":"Zhenkun","family":"Wang","sequence":"first","affiliation":[{"name":"School of System Design and Intelligent Manufacturing, Southern University of Science and Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-2497-2338","authenticated-orcid":false,"given":"Lindong","family":"Xie","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9950-9848","authenticated-orcid":false,"given":"Genghui","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3853-0771","authenticated-orcid":false,"given":"Weifeng","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Mathematics and Statistics, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0415-8556","authenticated-orcid":false,"given":"Maoguo","family":"Gong","sequence":"additional","affiliation":[{"name":"Inner Mongolia Normal University, Hohhot, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8964-6454","authenticated-orcid":false,"given":"Ling","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Automation, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2939518"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3064676"},{"key":"ref3","first-page":"8276","article-title":"Bayesian optimisation over multiple continuous and categorical inputs","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ru"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3315650"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3257030"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2022.105425"},{"key":"ref7","article-title":"A tutorial on Bayesian optimization","author":"Frazier","year":"2018","journal-title":"arXiv:1807.02811"},{"key":"ref8","first-page":"12760","article-title":"Bayesian optimization over discrete and mixed spaces via probabilistic reparameterization","volume-title":"Proc. 36th Conf. Neural Inf. Process. Syst.","volume":"35","author":"Daulton"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3106399"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2021.3102298"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/DOCS60977.2023.10294894"},{"key":"ref12","first-page":"1","article-title":"Framework and benchmarks for combinatorial and mixed-variable Bayesian optimization","volume-title":"Proc. 37th Conf. Neural Inf. Process. Syst.","volume":"36","author":"Dreczkowski"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(01)00476-8"},{"key":"ref14","first-page":"2632","article-title":"Bayesian optimization over hybrid spaces","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Deshwal"},{"key":"ref15","first-page":"10663","article-title":"Think global and act local: Bayesian optimisation over high-dimensional categorical and mixed search spaces","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wan"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5971"},{"key":"ref17","article-title":"Hybrid models for mixed variables in Bayesian optimization","author":"Luo","year":"2022","journal-title":"arXiv:2206.01409"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7743986"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109957"},{"key":"ref20","first-page":"1","article-title":"Algorithms for hyper-parameter optimization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"24","author":"Bergstra"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25566-3_40"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177704472"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.3044418"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2023.123459"},{"key":"ref26","article-title":"Adaptive local Bayesian optimization over multiple discrete variables","author":"Kim","year":"2020","journal-title":"arXiv:2012.03501"},{"key":"ref27","article-title":"Scalable combinatorial Bayesian optimization with tractable statistical models","author":"Deshwal","year":"2020","journal-title":"arXiv:2008.08177"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2021.1004081"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/s0169-7161(04)24011-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281531"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119016"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-76640-5_4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2023.3291614"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2019.2919762"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.05.001"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/7902.7906"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/BF00993481"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.845396"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2436432"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2015.12.002"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2011.12.004"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3312476"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.07.035"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2019.2932624"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2020.100808"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3061420"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2023.101446"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3066606"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2022.3219080"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2967553"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2022.3205010"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.11.021"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2019.03.005"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1108\/eb026526"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972788.22"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.2307\/2528080"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2899381"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889941"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmp.2018.03.001"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/BDICN55575.2022.00145"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICSCCC.2018.8703316"}],"container-title":["IEEE Transactions on Systems, Man, and Cybernetics: Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221021\/10891945\/10818857.pdf?arnumber=10818857","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T18:44:45Z","timestamp":1763059485000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10818857\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":63,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tsmc.2024.3519537","relation":{},"ISSN":["2168-2216","2168-2232"],"issn-type":[{"value":"2168-2216","type":"print"},{"value":"2168-2232","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}