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Data-driven Wasserstein distributionally robust mitigation and recovery against random supply chain disruption
16 references·1 citing·36 second hopsampled
Data-driven Wasserstein distributionally robust mitigation and recovery against random supply chain disruption (2022)Data-driven Wasserstein distributionally …Distributionally Robust Stochastic Optimization with Wasserstein Distance (2022)Distributionally Robust Stoch…Optimization models for supply chains under risk, uncertainty, and resilience: A state-of-the-art review and future research directions (2021)Optimization models for suppl…COVID-19 pandemic related supply chain studies: A systematic review (2021)COVID-19 pandemic related sup…Robust design of blood supply chains under risk of disruptions using Lagrangian relaxation (2020)Robust design of blood supply…Competitive pricing of substitute products under supply disruption (2020)Competitive pricing of substi…On distributionally robust chance constrained programs with Wasserstein distance (2019)On distributionally robust ch…Disruption Risk Mitigation in Supply Chains: The Risk Exposure Index Revisited (2019)Disruption Risk Mitigation in…Increasing Supply Chain Robustness through Process Flexibility and Inventory (2018)Increasing Supply Chain Robus…Robust sample average approximation (2017)Robust sample average approxi…Disruption Risk and Optimal Sourcing in Multitier Supply Networks (2016)Disruption Risk and Optimal S…Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations (2015)Data-Driven Distributionally …Data-driven chance constrained stochastic program (2015)Data-driven chance constraine…Distributionally Robust Convex Optimization (2014)Distributionally Robust Conve…Reliable Facility Location Design Under Uncertain Correlated Disruptions (2013)Reliable Facility Location De…Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems (2010)Distributionally Robust Optim…Distributionally Robust Optimization and Its Tractable Approximations (2010)Distributionally Robust Optim…A two-stage stochastic-robust model for supply chain network design problem under disruptions and endogenous demand uncertainty (2025)A two-stage stochastic-robust…Studies in Mathematical Theory of Inventory and Production (1959)Robust Convex Optimization (1998)Optimization of conditional value-at-risk (2000)Recent advances in robust optimization: An overview (2013)Coherent Measures of Risk (1999)Introduction to Stochastic Programming (2011)A practical guide to robust optimization (2015)Frameworks and Results in Distributionally Robust Optimization (2022)Maxmin expected utility with non-unique prior (1989)Data-driven robust optimization (2017)Supply chain network design under uncertainty: A comprehensive review and future research directions (2017)Handbooks in operations research and management science (1989)Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Balls (2018)From Data to Decisions: Distributionally Robust Optimization Is Optimal (2020)Distributionally Robust Optimization: A review on theory and applications (2021)Adjustable robust solutions of uncertain linear programs (2004)Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming (2019)Quantifying Distributional Model Risk via Optimal Transport (2019)The Price of Robustness (2004)Robust Optimization (2009)Convex Approximations of Chance Constrained Programs (2006)Data-driven distributionally robust chance-constrained optimization with Wasserstein metric (2020)Robust Satisficing (2022)Technical Note—Data-Driven Chance Constrained Programs over Wasserstein Balls (2022)Theory and Applications of Robust Optimization (2010)Solving two-stage robust optimization problems using a column-and-constraint generation method (2013)Supply Chain Disruptions: Evidence from the Great East Japan Earthquake (2017)Dancing the Supply Chain: Toward Transformative Supply Chain Management (2020)Two perspectives on supply chain resilience (2021)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Perspectives in supply chain risk management (2006)Understanding the concept of supply chain resilience (2009)Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions (2021)Three pillars of sustainability in the wake of COVID-19: A systematic review and future research agenda for sustainable development (2021)Supply chain disruption during the COVID-19 pandemic: Recognizing potential disruption management strategies (2022)Data-driven risk-averse stochastic optimization with Wasserstein metric (2018)
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References

  • 2010Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems1,910 cited
  • 2015Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations1,869 cited
  • 2021COVID-19 pandemic related supply chain studies: A systematic review994 cited
  • 2014Distributionally Robust Convex Optimization952 cited
  • 2010Distributionally Robust Optimization and Its Tractable Approximations668 cited
  • 2022Distributionally Robust Stochastic Optimization with Wasserstein Distance634 cited
  • 2015Data-driven chance constrained stochastic program488 cited
  • 2018Increasing Supply Chain Robustness through Process Flexibility and Inventory275 cited
  • 2019On distributionally robust chance constrained programs with Wasserstein distance257 cited
  • 2017Robust sample average approximation247 cited
  • 2020Competitive pricing of substitute products under supply disruption244 cited
  • 2016Disruption Risk and Optimal Sourcing in Multitier Supply Networks215 cited
  • 2013Reliable Facility Location Design Under Uncertain Correlated Disruptions150 cited
  • 2020Robust design of blood supply chains under risk of disruptions using Lagrangian relaxation148 cited

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2019
Disruption Risk Mitigation in Supply Chains: The Risk Exposure Index Revisited
146 cited
  • 2021Optimization models for supply chains under risk, uncertainty, and resilience: A state-of-the-art review and future research directions144 cited
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    • 2025A two-stage stochastic-robust model for supply chain network design problem under disruptions and endogenous demand uncertainty23 cited