{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:12:35Z","timestamp":1750219955075,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T00:00:00Z","timestamp":1654646400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"A*STAR Cyber-Physical Production System (CPPS)","award":["IE2020 IAF-PP Grant A19C1a0018"],"award-info":[{"award-number":["IE2020 IAF-PP Grant A19C1a0018"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,6,8]]},"DOI":"10.1145\/3518997.3531024","type":"proceedings-article","created":{"date-parts":[[2022,6,10]],"date-time":"2022-06-10T15:39:15Z","timestamp":1654875555000},"page":"61-68","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Hyperparameter Tunning in Simulation-based Optimization for Adaptive Digital-Twin Abstraction Control of Smart Manufacturing System"],"prefix":"10.1145","author":[{"given":"Moon Gi","family":"Seok","sequence":"first","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wen Jun","family":"Tan","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boyi","family":"Su","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wentong","family":"Cai","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,6,10]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2996355"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2009.2021462"},{"key":"e_1_3_2_1_3_1","volume-title":"Indirect cycle time quantile estimation using the Cornish\u2013Fisher expansion. IIE Transactions 42 (01","author":"Bekki Jennifer","year":"2010","unstructured":"Jennifer Bekki , J.W. Fowler , Gerald Mackulak , and Barry Nelson . 2010. Indirect cycle time quantile estimation using the Cornish\u2013Fisher expansion. IIE Transactions 42 (01 2010 ). https:\/\/doi.org\/10.1080\/07408170903019135 10.1080\/07408170903019135 Jennifer Bekki, J.W. Fowler, Gerald Mackulak, and Barry Nelson. 2010. Indirect cycle time quantile estimation using the Cornish\u2013Fisher expansion. IIE Transactions 42 (01 2010). https:\/\/doi.org\/10.1080\/07408170903019135"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMELEC.2014.6920863"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/66.536112"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3122239"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.771166"},{"key":"e_1_3_2_1_8_1","volume-title":"IEEE\/SEMI 1996 Advanced Semiconductor Manufacturing Conference and Workshop. Theme-Innovative Approaches to Growth in the Semiconductor Industry. ASMC 96 Proceedings. 151\u2013155","author":"Fronckowiak D.","year":"1996","unstructured":"D. Fronckowiak , A. Peikert , and K. Nishinohara . 1996. Using discrete event simulation to analyze the impact of job priorities on cycle time in semiconductor manufacturing . In IEEE\/SEMI 1996 Advanced Semiconductor Manufacturing Conference and Workshop. Theme-Innovative Approaches to Growth in the Semiconductor Industry. ASMC 96 Proceedings. 151\u2013155 . https:\/\/doi.org\/10.1109\/ASMC. 1996 .557987 10.1109\/ASMC.1996.557987 D. Fronckowiak, A. Peikert, and K. Nishinohara. 1996. Using discrete event simulation to analyze the impact of job priorities on cycle time in semiconductor manufacturing. In IEEE\/SEMI 1996 Advanced Semiconductor Manufacturing Conference and Workshop. Theme-Innovative Approaches to Growth in the Semiconductor Industry. ASMC 96 Proceedings. 151\u2013155. https:\/\/doi.org\/10.1109\/ASMC.1996.557987"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CoASE.2013.6653941"},{"key":"e_1_3_2_1_10_1","volume-title":"A survey of automatic parameter tuning methods for metaheuristics","author":"Huang Changwu","year":"2019","unstructured":"Changwu Huang , Yuanxiang Li , and Xin Yao . 2019. A survey of automatic parameter tuning methods for metaheuristics . IEEE transactions on evolutionary computation 24, 2( 2019 ), 201\u2013216. Changwu Huang, Yuanxiang Li, and Xin Yao. 2019. A survey of automatic parameter tuning methods for metaheuristics. IEEE transactions on evolutionary computation 24, 2(2019), 201\u2013216."},{"key":"e_1_3_2_1_11_1","volume-title":"Optimizing Factory Performance: Cost-Effective Ways to Achieve Significant and Sustainable Improvement","author":"Ignizio P.","unstructured":"James\u00a0 P. Ignizio . 2009. Optimizing Factory Performance: Cost-Effective Ways to Achieve Significant and Sustainable Improvement ( 1 st ed.). McGraw Hill , New York, USA. James\u00a0P. Ignizio. 2009. Optimizing Factory Performance: Cost-Effective Ways to Achieve Significant and Sustainable Improvement(1st ed.). McGraw Hill, New York, USA.","edition":"1"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2002.1166405"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2005.1574503"},{"key":"e_1_3_2_1_14_1","volume-title":"The Art of Computer Programming","author":"Knuth E.","unstructured":"Donald\u00a0 E. Knuth . 1997. The Art of Computer Programming , Volume 1 ( 3 rd Ed.): Fundamental Algorithms. Addison Wesley Longman Publishing Co. , Inc., USA. Donald\u00a0E. Knuth. 1997. The Art of Computer Programming, Volume 1 (3rd Ed.): Fundamental Algorithms. Addison Wesley Longman Publishing Co., Inc., USA.","edition":"3"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-010-0035-y"},{"key":"e_1_3_2_1_16_1","volume-title":"Production Planning and Control for Semiconductor Wafer Fabrication Facilities: Modeling, Analysis, and Systems","author":"M\u00f6nch Lars","unstructured":"Lars M\u00f6nch , John\u00a0 W. Fowler , and Scott\u00a0 J. Mason . 2012. Production Planning and Control for Semiconductor Wafer Fabrication Facilities: Modeling, Analysis, and Systems ( 1 st ed.). Springer , New York, USA. Lars M\u00f6nch, John\u00a0W. Fowler, and Scott\u00a0J. Mason. 2012. Production Planning and Control for Semiconductor Wafer Fabrication Facilities: Modeling, Analysis, and Systems(1st ed.). Springer, New York, USA.","edition":"1"},{"key":"e_1_3_2_1_17_1","first-page":"10","volume-title":"Proceedings of the Winter Simulation Conference","author":"Nazzal D.","year":"2005","unstructured":"D. Nazzal and L.F. McGinnis . 2005. Queuing models of vehicle-based automated material handling systems in semiconductor fabs . In Proceedings of the Winter Simulation Conference , 2005 .8 pp.\u2013. https:\/\/doi.org\/ 10 .1109\/WSC.2005.1574540 10.1109\/WSC.2005.1574540 D. Nazzal and L.F. McGinnis. 2005. Queuing models of vehicle-based automated material handling systems in semiconductor fabs. In Proceedings of the Winter Simulation Conference, 2005.8 pp.\u2013. https:\/\/doi.org\/10.1109\/WSC.2005.1574540"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2007.4419793"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3073618"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3022275"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3384441.3395982"},{"key":"e_1_3_2_1_22_1","volume-title":"Journal of Physics: Conference Series, Vol.\u00a0973","author":"Skakov ES","year":"2063","unstructured":"ES Skakov and VN Malysh . 2018. Parameter meta-optimization of metaheuristics of solving specific NP-hard facility location problem . In Journal of Physics: Conference Series, Vol.\u00a0973 . IOP Publishing , 01 2063 . ES Skakov and VN Malysh. 2018. Parameter meta-optimization of metaheuristics of solving specific NP-hard facility location problem. In Journal of Physics: Conference Series, Vol.\u00a0973. IOP Publishing, 012063."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSM.2010.2094630"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3021753"}],"event":{"name":"SIGSIM-PADS '22: SIGSIM Conference on Principles of Advanced Discrete Simulation","sponsor":["SIGSIM ACM Special Interest Group on Simulation and Modeling"],"location":"Atlanta GA USA","acronym":"SIGSIM-PADS '22"},"container-title":["Proceedings of the 2022 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3518997.3531024","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3518997.3531024","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:06Z","timestamp":1750182546000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3518997.3531024"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,8]]},"references-count":24,"alternative-id":["10.1145\/3518997.3531024","10.1145\/3518997"],"URL":"https:\/\/doi.org\/10.1145\/3518997.3531024","relation":{},"subject":[],"published":{"date-parts":[[2022,6,8]]},"assertion":[{"value":"2022-06-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}