Data-driven stochastic robust optimization: General computational framework and algorithm leveraging machine learning for optimization under uncertainty in the big data era
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Computer Science Applications,General Chemical Engineering
Reference74 articles.
1. Process monitoring for multimodal processes with mode-reachability constraints;Afzal;IEEE Trans. Ind. Electron.,2017
2. A multi-stage stochastic integer programming approach for capacity expansion under uncertainty;Ahmed;J. Global Optim.,2003
3. Robust process planning under uncertainty;Ahmed;Ind. Eng. Chem. Res.,1998
4. Robust Optimization;Ben-Tal,2009
5. Robust solutions of linear programming problems contaminated with uncertain data;Ben-Tal;Math. Programming,2000
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