{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T23:51:51Z","timestamp":1768434711239,"version":"3.49.0"},"reference-count":38,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"3","funder":[{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","award":["FA95502110084"],"award-info":[{"award-number":["FA95502110084"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-21-1-2675"],"award-info":[{"award-number":["N00014-21-1-2675"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-2011494"],"award-info":[{"award-number":["DMS-2011494"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Sci. Comput."],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1137\/24m1632279","type":"journal-article","created":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T10:54:15Z","timestamp":1746183255000},"page":"A1335-A1357","source":"Crossref","is-referenced-by-count":1,"title":["Design Guidelines for Noise-Tolerant Optimization with Applications in Robust Design"],"prefix":"10.1137","volume":"47","author":[{"given":"Yuchen","family":"Lou","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL 60208 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shigeng","family":"Sun","sequence":"additional","affiliation":[{"name":"Department of Engineering Sciences and Applied Mathematics, Northwestern University, Evanston, IL 60208 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorge","family":"Nocedal","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL 60208 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"351","published-online":{"date-parts":[[2025,5,2]]},"reference":[{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1137\/18M1177718"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/19M1291832"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1287\/moor.2021.0154"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1137\/20M1354556"},{"key":"ref6","first-page":"1","author":"Bertsekas D. P.","year":"2010","journal-title":"Optim. Mach. Learn."},{"key":"ref7","volume-title":"Convex Optimization Algorithms","author":"Bertsekas D. P.","year":"2015"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/16M1080173"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-023-01999-5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-017-1141-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-12211-2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1287\/ijoo.2018.0010"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971200"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-011-9494-2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/22M1537862"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/S0036144504446096"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/0904025"},{"key":"ref19","volume-title":"Practical Optimization","author":"Gill P. E.","year":"1981"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/59.317548"},{"key":"ref22","volume-title":"Introduction to Applied Numerical Analysis","author":"Hamming R. W.","year":"2012"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1137\/22M1512764"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-024-02078-z"},{"key":"ref25","series-title":"Wiley Classics Library 17","volume-title":"Introductory Functional Analysis with Applications","author":"Kreyszig E.","year":"1991"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/100786125"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2168773.2168777"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1137\/070704277"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/nme.4761"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/b98874"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1137\/21M1450999"},{"key":"ref33","volume-title":"Introduction to Optimization","author":"Polyak B. T.","year":"1987"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729586"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/BF01585500"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1080\/00031305.1984.10483182"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1080\/10556788.2022.2121832"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1137\/20M1373190"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1137\/21M1452470"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/nme.2132"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1137\/19M1240794"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/279232.279236"}],"container-title":["SIAM Journal on Scientific Computing"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T10:54:21Z","timestamp":1746183261000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/24M1632279"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,2]]},"references-count":38,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,6,30]]}},"alternative-id":["10.1137\/24M1632279"],"URL":"https:\/\/doi.org\/10.1137\/24m1632279","relation":{},"ISSN":["1064-8275","1095-7197"],"issn-type":[{"value":"1064-8275","type":"print"},{"value":"1095-7197","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,2]]}}}