{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T00:38:16Z","timestamp":1775695096867,"version":"3.50.1"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"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":[[2024,7,15]]},"DOI":"10.1109\/aim55361.2024.10637123","type":"proceedings-article","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T17:52:35Z","timestamp":1724349155000},"page":"1616-1622","source":"Crossref","is-referenced-by-count":1,"title":["Batch constrained multi-objective Bayesian optimization using the example of ultrasonic wire bonding"],"prefix":"10.1109","author":[{"given":"Fabian","family":"Reiling","sequence":"first","affiliation":[{"name":"Fraunhofer Institute for Mechatronic Systems Design,department Scientific Automation,Paderborn,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"Henke","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Mechatronic Systems Design,department Scientific Automation,Paderborn,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthias","family":"Hunstig","sequence":"additional","affiliation":[{"name":"Deputy Head of Research at Hesse GmbH,Paderborn,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan","family":"Gr\u00f6ger","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Mechatronic Systems Design,department Scientific Automation,Paderborn,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ansgar","family":"Tr\u00e4chtler","sequence":"additional","affiliation":[{"name":"Head of Chair of Control Engineering and Mechatronics,Paderborn,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2016.7603186"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5563-6"},{"key":"ref3","first-page":"1","article-title":"Smart Ultrasonic Welding in Power Electronics Packaging","volume-title":"th International Conference on Integrated Power Electronics Systems","author":"Hunstig"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.microrel.2016.05.009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmapro.2018.09.020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmrt.2022.07.187"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5220\/0010806600003122"},{"key":"ref8","article-title":"Gaussian Processes: A Quick Introduction","author":"Ebden","year":"2015"},{"key":"ref9","article-title":"Gaussian processes for machine learning","author":"Rasmussen","year":"2006"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-019-00798-7"},{"key":"ref12","volume-title":"Faster Computation of Expected Hypervolume Improvement","author":"Hupkens","year":"2014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevAccelBeams.24.062801"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-013-0118-2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-14714-2_7"},{"key":"ref17","article-title":"Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement","author":"Daulton","year":"2021"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7257122"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1017\/9781108348973"},{"key":"ref20","article-title":"Differentiable expected hypervolume improvement for parallel multi-objective Bayesian optimization","volume-title":"34th Conference on Neural Information Processing Systems","author":"Daulton"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.859463"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2018.10.007"},{"key":"ref23","article-title":"Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces","author":"Daulton","year":"2021"},{"key":"ref24","article-title":"Bayesian Optimization for Multi-objective Optimization and Multi-point Search","author":"Wada","year":"2019"},{"key":"ref25","article-title":"Diversity-guided multi-objective bayesian optimization with batch evaluations","volume":"33","author":"Konakovic Lukovic","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2021.3054811"},{"key":"ref27","first-page":"3306","article-title":"Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design","volume-title":"International Conference on Machine Learning","author":"Lyu"}],"event":{"name":"2024 IEEE\/ASME International Conference on Advanced Intelligent Mechatronics (AIM)","location":"Boston, MA, USA","start":{"date-parts":[[2024,7,15]]},"end":{"date-parts":[[2024,7,19]]}},"container-title":["2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10636941\/10636942\/10637123.pdf?arnumber=10637123","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T11:53:24Z","timestamp":1725450804000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10637123\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,15]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/aim55361.2024.10637123","relation":{},"subject":[],"published":{"date-parts":[[2024,7,15]]}}}