{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T02:50:18Z","timestamp":1780541418429,"version":"3.54.1"},"reference-count":31,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Swiss Innovation Agency","award":["37896"],"award-info":[{"award-number":["37896"]}]},{"DOI":"10.13039\/501100001711","name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","doi-asserted-by":"publisher","award":["180545"],"award-info":[{"award-number":["180545"]}],"id":[{"id":"10.13039\/501100001711","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Robot. Autom. Lett."],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1109\/lra.2022.3208370","type":"journal-article","created":{"date-parts":[[2022,9,21]],"date-time":"2022-09-21T19:26:47Z","timestamp":1663788407000},"page":"11886-11893","source":"Crossref","is-referenced-by-count":14,"title":["Advanced Manufacturing Configuration by Sample-Efficient Batch Bayesian Optimization"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5639-1093","authenticated-orcid":false,"given":"Xavier","family":"Guidetti","sequence":"first","affiliation":[{"name":"Automatic Control Laboratory, ETH Zürich, Zürich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2170-8564","authenticated-orcid":false,"given":"Alisa","family":"Rupenyan","sequence":"additional","affiliation":[{"name":"Automatic Control Laboratory, ETH Zürich, Zürich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5575-2363","authenticated-orcid":false,"given":"Lutz","family":"Fassl","sequence":"additional","affiliation":[{"name":"Equipment Digitalization Team, Oerlikon Metco, Wohlen, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Majid","family":"Nabavi","sequence":"additional","affiliation":[{"name":"Equipment Digitalization Team, Oerlikon Metco, Wohlen, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6159-1962","authenticated-orcid":false,"given":"John","family":"Lygeros","sequence":"additional","affiliation":[{"name":"Automatic Control Laboratory, ETH Zürich, Zürich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/jmmp3030064"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3054600"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3140160"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11666-011-9700-7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-012-4232-y"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmapro.2015.03.007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11666-008-9183-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.surfcoat.2009.04.023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2021.100218"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirpj.2019.04.005"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-020-05369-9"},{"key":"ref12","first-page":"2951","article-title":"Practical Bayesian optimization of machine learning algorithms","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"4","author":"Snoek","year":"2012,"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1287\/opre.2019.1966"},{"key":"ref14","first-page":"1","article-title":"A multi-points criterion for deterministic parallel global optimization based on Gaussian processes","volume":"1","author":"Ginsbourger","year":"2008","journal-title":"Hal00260579"},{"key":"ref15","first-page":"1215","article-title":"Hybrid batch Bayesian optimization","volume-title":"Proc. 29th Int. Conf. Mach. Learn.","author":"Azimi","year":"2012"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2022.3158007"},{"key":"ref17","first-page":"997","article-title":"Safe exploration for optimization with Gaussian processes","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Sui","year":"2015"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2016.7487170"},{"key":"ref19","first-page":"9782","article-title":"Safe and efficient model-free adaptive control via Bayesian optimization optimization","volume-title":"Proc. IEEE Int. Conf. Robot. Automat.","author":"Knig","year":"2021"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9197222"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/J.ENG.2017.05.015"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3206.001.0001"},{"key":"ref23","article-title":"Pareto-efficient acquisition functions for cost-aware Bayesian optimization","author":"Guinet","year":"2020"},{"key":"ref24","first-page":"1","article-title":"A general framework for constrained Bayesian optimization optimization using information-based search","volume":"17","author":"Hernndez-Lobato","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.06.025"},{"key":"ref26","first-page":"2581","article-title":"Bayesian optimization with inequality constraints","volume-title":"Proc. 31st Int. Conf. Mach. Learn.","author":"Gardner","year":"2014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2015.1014065"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/18-BA1110"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.31399\/asm.cp.itsc2000p1233"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CASE49439.2021.9551499"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-018-0474-7"}],"container-title":["IEEE Robotics and Automation Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7083369\/9831196\/09896930.pdf?arnumber=9896930","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:14:28Z","timestamp":1705958068000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9896930\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10]]},"references-count":31,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/lra.2022.3208370","relation":{},"ISSN":["2377-3766","2377-3774"],"issn-type":[{"value":"2377-3766","type":"electronic"},{"value":"2377-3774","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10]]}}}