{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T00:11:40Z","timestamp":1755216700412,"version":"3.43.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science (JSPS), Grants-in-Aid for Scientific Research","doi-asserted-by":"publisher","award":["19H04179","19J21892"],"award-info":[{"award-number":["19H04179","19J21892"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3219979","type":"journal-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T17:24:11Z","timestamp":1667582651000},"page":"117501-117514","source":"Crossref","is-referenced-by-count":0,"title":["Explicitly Constrained Black-Box Optimization With Disconnected Feasible Domains Using Deep Generative Models"],"prefix":"10.1109","volume":"10","author":[{"given":"Naoki","family":"Sakamoto","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Tsukuba, Tsukuba, Ibaraki, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rei","family":"Sato","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Tsukuba, Tsukuba, Ibaraki, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3895-219X","authenticated-orcid":false,"given":"Kazuto","family":"Fukuchi","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, Information and Systems, University of Tsukuba, Tsukuba, Ibaraki, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5015-3812","authenticated-orcid":false,"given":"Jun","family":"Sakuma","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, Information and Systems, University of Tsukuba, Tsukuba, Ibaraki, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2760-8123","authenticated-orcid":false,"given":"Youhei","family":"Akimoto","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, Information and Systems, University of Tsukuba, Tsukuba, Ibaraki, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87700-4_50"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3377929.3398186"},{"key":"ref33","first-page":"1","article-title":"ADAM: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc 3rd Int Conf Learn Represent (ICLR)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2006.1688662"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1162\/106365603321828970"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3377929.3398185"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-10-127-2017"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1999.7.1.19"},{"key":"ref34","first-page":"1","article-title":"Auto-encoding variational Bayes","author":"kingma","year":"2014","journal-title":"Proc 2nd Int Conf Learn Represent (ICLR)"},{"journal-title":"Real-parameter Black-box Optimization Benchmarking 2009 Noiseless Functions Definitions","year":"0","author":"hansen","key":"ref28"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1830761.1830790"},{"key":"ref29","first-page":"282","article-title":"Evaluating the CMA evolution strategy on multimodal test functions","author":"hansen","year":"2004","journal-title":"Proc Parallel Problem Solving from Nature (PPSN)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1162\/evco_a_00260"},{"journal-title":"Topology Optimization Codes Written in Python","year":"2022","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1063\/5.0040911"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CEC48606.2020.9185583"},{"key":"ref21","first-page":"2672","article-title":"Generative adversarial nets","volume":"27","author":"goodfellow","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1115\/DETC1994-0136"},{"key":"ref23","first-page":"2455","article-title":"Recurrent world models facilitate policy evolution","volume":"31","author":"ha","year":"2018","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref26","article-title":"The CMA evolution strategy: A tutorial","author":"hansen","year":"2016","journal-title":"arXiv 1604 00772"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1162\/106365601750190398"},{"key":"ref50","first-page":"1","article-title":"Constrained optimization by the ? constrained differential evolution with gradient-based mutation and feasible elites","author":"takahama","year":"2006","journal-title":"Proc IEEE Int Conf Evol Comput"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1021\/acs.accounts.0c00713"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/0045-7825(91)90046-9"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/S0045-7825(02)00559-5"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3205455.3205517"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1206810109"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2018.8698539"},{"key":"ref40","first-page":"1053","article-title":"Design and optimization of an omnidirectional humanoid walk: A winning approach at the RoboCup 2011 3D simulation competition","author":"macalpine","year":"2012","journal-title":"Proc 26th AAAI Conf Artif Intell"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10596-011-9254-2"},{"key":"ref12","first-page":"91","article-title":"Constraint-handling for optimization with support vector surrogate models—A novel decoder approach","volume":"2","author":"bremer","year":"2013","journal-title":"Proc 5th Int Conf Agents Artif Intell"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/197"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/BF01743693"},{"key":"ref15","first-page":"1","article-title":"NICE: Non-linear independent components estimation","author":"dinh","year":"2015","journal-title":"Proc 3rd Int Conf Learn Represent (ICLR)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00790"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijheatmasstransfer.2019.03.162"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1364\/OE.450787"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2018.01.008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/BF02163264"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58112-1_6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-45823-6_17"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2011.2169968"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-03115-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/BF01650949"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s001580050176"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0045-7825(88)90086-2"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.oceaneng.2021.110390"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3321707.3321736"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2014.2359972"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3377930.3390170"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1023\/B:OPTE.0000033376.89159.65"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s00773-019-00642-3"},{"key":"ref44","first-page":"1","article-title":"Mish: A self regularized non-monotonic activation function","author":"misra","year":"2020","journal-title":"Proc 31st Brit Mach Vis Conf"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.10.001"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09940284.pdf?arnumber=9940284","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,4]],"date-time":"2025-08-04T18:46:21Z","timestamp":1754333181000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9940284\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3219979","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2022]]}}}