{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T21:03:08Z","timestamp":1780434188286,"version":"3.54.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001321","name":"Hong Kong General Research Funds","doi-asserted-by":"publisher","award":["CityU-11215723"],"award-info":[{"award-number":["CityU-11215723"]}],"id":[{"id":"10.13039\/501100001321","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001321","name":"Hong Kong General Research Funds","doi-asserted-by":"publisher","award":["CityU-11212524"],"award-info":[{"award-number":["CityU-11212524"]}],"id":[{"id":"10.13039\/501100001321","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276223"],"award-info":[{"award-number":["62276223"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1109\/tevc.2025.3583302","type":"journal-article","created":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T13:43:13Z","timestamp":1750945393000},"page":"1150-1164","source":"Crossref","is-referenced-by-count":1,"title":["Component-Sharing Preference in Expensive Multiobjective Optimization"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3735-936X","authenticated-orcid":false,"given":"Liang","family":"Zhao","sequence":"first","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8745-320X","authenticated-orcid":false,"given":"Peng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2070-940X","authenticated-orcid":false,"given":"Jiangtao","family":"Shen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Exeter, Exeter, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baowei","family":"Song","sequence":"additional","affiliation":[{"name":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0786-0671","authenticated-orcid":false,"given":"Qingfu","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5563-6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11047-018-9685-y"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/9781108348973"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-74640-7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.851274"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2033671"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3073648"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1398"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i25.34913"},{"key":"ref10","first-page":"766","article-title":"A flexible framework for multi-objective Bayesian optimization using random scalarizations","volume-title":"Proc. Uncertain. Artif. Intell","author":"Paria"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tevc.2024.3455420"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2005.857568"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.45.3.297"},{"key":"ref14","first-page":"436","article-title":"Multi-objective Bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications","volume-title":"Proc. AEROBEST","author":"Bartoli"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-024-03828-5"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2025.3537986"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-27250-9_3"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2023.3336715"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1515\/ijnaoe-2015-0069"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s13344-019-0031-7"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122575"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijnaoe.2017.08.007"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797969"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2712906"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3271125"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2023.3265347"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/03052159908941390"},{"key":"ref28","article-title":"Evaluating the quality of approximations to the non-dominated set","author":"Hansen","year":"1998"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2330163.2330230"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-27250-9_18"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2022.3172302"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-015-0789-6"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-72926-8_15"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1186\/1029-242x-2014-41"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2024.108640"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/a17040146"},{"key":"ref37","first-page":"1","article-title":"Convergence of Bayesian bilevel optimization","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Fu"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2670659"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3309598"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2018.8477714"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00116"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008306431147"},{"key":"ref44","first-page":"1015","article-title":"Gaussian process optimization in the bandit setting: No regret and experimental design","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Srinivas"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3103386"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-38527-2_55"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1162\/106365600568202"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.925798"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281534"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-137-7_6"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2018.8477730"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/tevc.2024.3434511"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2742868"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4235\/11543427\/11052745.pdf?arnumber=11052745","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T20:06:22Z","timestamp":1780430782000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11052745\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":55,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2025.3583302","relation":{},"ISSN":["1089-778X","1089-778X","1941-0026"],"issn-type":[{"value":"1089-778X","type":"print"},{"value":"1089-778X","type":"print"},{"value":"1941-0026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6]]}}}