{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T22:58:11Z","timestamp":1783033091074,"version":"3.54.6"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T00:00:00Z","timestamp":1763424000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T00:00:00Z","timestamp":1763424000000},"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":[[2025,11,18]]},"DOI":"10.1109\/itsc60802.2025.11423451","type":"proceedings-article","created":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T20:10:23Z","timestamp":1773691823000},"page":"2550-2555","source":"Crossref","is-referenced-by-count":1,"title":["Multi-Objective Calibration of Large-Scale Models Using Bayesian Optimization"],"prefix":"10.1109","author":[{"given":"Huy","family":"Le","sequence":"first","affiliation":[{"name":"Monash University,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hai L.","family":"Vu","sequence":"additional","affiliation":[{"name":"Monash University,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vu","family":"Nguyen","sequence":"additional","affiliation":[{"name":"Amazon,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.4337\/9781784713591"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1108\/9780857245670-004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5203-1_3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0965-8564(99)00043-9"},{"key":"ref5","article-title":"Population synthesis for microsimulation: State of the art","volume":"638","author":"M\u00fcller","year":"2010","journal-title":"Arbeitsberichte Verkehrs-und Raumplanung"},{"key":"ref6","volume-title":"Discrete choice analysis: theory and application to travel demand","volume":"9","author":"Ben-Akiva","year":"1985"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.17226\/22357"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2012.02.006"},{"key":"ref9","article-title":"Agent-based simulation of travel demand: Structure and computational performance of matsim-t","volume":"504","author":"Balmer","year":"2008","journal-title":"Arbeitsberichte Verkehrs-und Raumplanung"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2019.01.005"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11116-019-10008-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008306431147"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.102859"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11116-019-10018-6"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28650-9_4"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/OJITS.2023.3321110"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4211066"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-38527-2_55"},{"key":"ref20","first-page":"493","article-title":"High-dimensional bayesian optimization with sparse axis-aligned subspaces","volume-title":"Uncertainty in Artificial Intelligence","author":"Eriksson","year":"2021"},{"key":"ref21","first-page":"370","article-title":"Deep kernel learning","volume-title":"Artificial intelligence and statistics","author":"Wilson","year":"2016"},{"key":"ref22","first-page":"9851","article-title":"Differentiable expected hypervolume improvement for parallel multi-objective bayesian optimization","volume":"33","author":"Daulton","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.851274"},{"key":"ref24","article-title":"Multi-task bayesian optimization","volume":"26","author":"Swersky","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5555\/2981562.2981582"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-003-0368-6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2182033"},{"key":"ref30","first-page":"449","article-title":"A distributional perspective on reinforcement learning","volume-title":"International conference on machine learning","author":"Bellemare","year":"2017"},{"key":"ref31","volume-title":"Scalable inference for structured gaussian process models","author":"Saatc\u00b8i","year":"2012"},{"key":"ref32","article-title":"Scalable global optimization via local bayesian optimization","volume":"32","author":"Eriksson","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-10701-6_6"},{"key":"ref34","article-title":"Victorian Integrated Survey of Travel and Activity (VISTA) 2012-18","volume-title":"Victorian Government Department of Transport","year":"2018"},{"key":"ref35","article-title":"Activitysim: Large-scale agent-based activity generation for infrastructure simulation","volume-title":"Proceedings of the 2009 Winter Simulation Conference (WSC)","author":"Galli","year":"2009"},{"issue":"18-03886","key":"ref36","article-title":"Multilevel population synthesis using entropy maximization based simultaneous list balancing","volume-title":"97th Annual Meeting of the Transportation Research Board","author":"Paul","year":"2018"}],"event":{"name":"2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)","location":"Gold Coast, Australia","start":{"date-parts":[[2025,11,18]]},"end":{"date-parts":[[2025,11,21]]}},"container-title":["2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11422813\/11423000\/11423451.pdf?arnumber=11423451","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T05:49:04Z","timestamp":1773726544000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11423451\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,18]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/itsc60802.2025.11423451","relation":{},"subject":[],"published":{"date-parts":[[2025,11,18]]}}}