Advanced search
Publication Cover
IISE Transactions Volume 52, 2020 - Issue 4
Submit an article Journal homepage
863
Views
12
CrossRef citations to date
0
Altmetric
Operations Engineering & Analytics

Gaussian process based optimization algorithms with input uncertainty

Haowei WangDepartment of Industrial Systems Engineering and Management, National University of Singapore, Singapore; View further author information
,
Jun YuanChina Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, P.R. ChinaView further author information
&
Szu Hui NgDepartment of Industrial Systems Engineering and Management, National University of Singapore, Singapore; Correspondence[email protected]
View further author information
Pages 377-393 | Received 21 Nov 2018, Accepted 22 Jun 2019, Published online: 05 Aug 2019

Citations (12)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (4)

Zebiao Feng, Jianjun Wang, Yizhong Ma & Xiaojian Zhou. (2023) Robust optimization with uncertainty using a stochastic multivariate Gaussian process model. Engineering Optimization 55:11, pages 1847-1860.
Read now
Yinan Wang, Kaiwen Wang, Wenjun Cai & Xiaowei Yue. (2022) NP-ODE: Neural process aided ordinary differential equations for uncertainty quantification of finite element analysis. IISE Transactions 54:3, pages 211-226.
Read now
A. Marrel, B. Iooss & V. Chabridon. (2022) The ICSCREAM Methodology: Identification of Penalizing Configurations in Computer Experiments Using Screening and Metamodel—Applications in Thermal Hydraulics. Nuclear Science and Engineering 196:3, pages 301-321.
Read now
Sait Cakmak, Di Wu & Enlu Zhou. (2021) Solving Bayesian risk optimization via nested stochastic gradient estimation. IISE Transactions 53:10, pages 1081-1093.
Read now

Articles from other publishers (8)

Zebiao Feng, Jianjun Wang, Xiaojian Zhou, Cuihong Zhai & Yizhong Ma. (2023) Robust optimization for functional multiresponse in 3D printing process. Simulation Modelling Practice and Theory 126, pages 102774.
Crossref
Congfang Huang, Jaesung Lee, Yang Zhang, Shiyu Zhou & Jiong Tang. (2023) Mixed-Input Bayesian Optimization Method for Structural Damage Diagnosis. IEEE Transactions on Reliability 72:2, pages 678-691.
Crossref
Mei Han & Linhan Ouyang. (2022) A novel Bayesian approach for multi-objective stochastic simulation optimization. Swarm and Evolutionary Computation 75, pages 101192.
Crossref
Delian Tang, Junfeng Wang & Xintao Ding. (2022) Order-Driven Dynamic Resource Configuration Based on a Metamodel for an Unbalanced Assembly Line. Machines 10:7, pages 508.
Crossref
João Victor Soares do Amaral, Rafael de Carvalho Miranda, José Arnaldo Barra Montevechi, Carlos Henrique dos Santos & Gustavo Teodoro Gabriel. (2022) Metamodeling-based simulation optimization in manufacturing problems: a comparative study. The International Journal of Advanced Manufacturing Technology 120:7-8, pages 5205-5224.
Crossref
João Victor Soares do Amaral, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda & Wilson Trigueiro de Sousa Junior. (2022) Metamodel-based simulation optimization: A systematic literature review. Simulation Modelling Practice and Theory 114, pages 102403.
Crossref
Russell R. Barton, Henry Lam & Eunhye Song. 2022. The Palgrave Handbook of Operations Research. The Palgrave Handbook of Operations Research 573 620 .
Jun Yuan, Jiang Zhu & Victor Nian. (2020) Neural Network Modeling Based on the Bayesian Method for Evaluating Shipping Mitigation Measures. Sustainability 12:24, pages 10486.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.