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Recent advances in robust optimization: An overview

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References

2004The Price of Robustness4,620 cited
2010Theory and Applications of Robust Optimization2,515 cited
2010Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems1,910 cited
2014Distributionally Robust Convex Optimization952 cited

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2020Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization271 cited
2017Data-driven robust optimization based on kernel learning217 cited
2016Designing a supply chain resilient to major disruptions and supply/demand interruptions206 cited

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2018Closed-loop supply chain network design under disruption risks: A robust approach with real world application205 cited

2018Distributionally robust optimization of an emergency medical service station location and sizing problem with joint chance constraints177 cited

2015Likelihood robust optimization for data-driven problems176 cited

2021Distributionally Robust Optimization: A review on theory and applications141 cited

2017Data-driven stochastic robust optimization: General computational framework and algorithm leveraging machine learning for optimization under uncertainty in the big data era134 cited

2012Worst-Case Value at Risk of Nonlinear Portfolios128 cited