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Robust Optimization of Sums of Piecewise Linear Functions with Application to Inventory Problems
16 references·16 citing·22 second hopsampled
Robust Optimization of Sums of Piecewise Linear Functions with Application to Inventory Problems (2016)Robust Optimization of Sums of Piecewise …Distributionally Robust Convex Optimization (2014)Distributionally Robust Conve…Solving two-stage robust optimization problems using a column-and-constraint generation method (2013)Solving two-stage robust opti…Theory and Applications of Robust Optimization (2010)Theory and Applications of Ro…Optimality of Affine Policies in Multistage Robust Optimization (2010)Optimality of Affine Policies…Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems (2010)Distributionally Robust Optim…Uncertain Linear Programs: Extended Affinely Adjustable Robust Counterparts (2009)Uncertain Linear Programs: Ex…Robust Optimization (2009)Robust OptimizationComputing robust basestock levels (2007)Computing robust basestock le…A Robust Optimization Approach to Inventory Theory (2006)A Robust Optimization Approac…Retailer-Supplier Flexible Commitments Contracts: A Robust Optimization Approach (2005)Retailer-Supplier Flexible Co…The Price of Robustness (2004)The Price of RobustnessAdjustable robust solutions of uncertain linear programs (2004)Adjustable robust solutions o…Robust Portfolio Selection Problems (2003)Robust Portfolio Selection Pr…Robust Convex Optimization (1998)Robust Convex OptimizationThe Distribution Free Newsboy Problem: Review and Extensions (1993)The Distribution Free Newsboy…Studies in Mathematical Theory of Inventory and Production (1959)Studies in Mathematical Theor…Robust optimization approaches in inventory management: Part A—the survey (2024)Robust optimization approache…Robust contract design and coordination under consignment contracts with revenue sharing (2022)Robust contract design and co…Robust and Distributionally Robust Optimization Models for Linear Support Vector Machine (2022)Robust and Distributionally R…Adjustable Robust Optimization Reformulations of Two-Stage Worst-Case Regret Minimization Problems (2021)Adjustable Robust Optimizatio…Reducing Conservatism in Robust Optimization (2020)Reducing Conservatism in Robu…A Review of Robust Operations Management under Model Uncertainty (2020)A Review of Robust Operations…Designing Response Supply Chain Against Bioattacks (2019)Designing Response Supply Cha…Controlling risk and demand ambiguity in newsvendor models (2019)Controlling risk and demand a…The decision rule approach to optimization under uncertainty: methodology and applications (2018)The decision rule approach to…Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information (2018)Robust Optimization with Ambi…Constraint Generation for Two-Stage Robust Network Flow Problems (2018)Constraint Generation for Two…Adjustable Robust Optimization via Fourier–Motzkin Elimination (2018)Adjustable Robust Optimizatio…Robust Inventory Management: An Optimal Control Approach (2017)Robust Inventory Management: …A copositive approach for two-stage adjustable robust optimization with uncertain right-hand sides (2017)A copositive approach for two…A Dynamic Programming Approach for a Class of Robust Optimization Problems (2016)A Dynamic Programming Approac…Robust Multistage Decision Making (2015)Robust Multistage Decision Ma…Optimization of conditional value-at-risk (2000)Recent advances in robust optimization: An overview (2013)Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations (2015)Stochastic Programming (1995)Robust solutions of uncertain linear programs (1999)Distributionally Robust Optimization and Its Tractable Approximations (2010)A practical guide to robust optimization (2015)Supply chain network design under uncertainty: A comprehensive review and future research directions (2017)Analysis of Inventory Systems. (1964)Production and inventory management (1983)Distributionally Robust Stochastic Optimization with Wasserstein Distance (2022)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Portfolio Selection with Parameter and Model Uncertainty: A Multi-Prior Approach (2006)High dimensional covariance matrix estimation using a factor model (2008)Robust Solutions of Optimization Problems Affected by Uncertain Probabilities (2012)Maxmin expected utility with non-unique prior (1989)Introduction to Stochastic Programming (2011)Data-driven robust optimization (2017)Coherent Measures of Risk (1999)Reliable p-median facility location problem: two-stage robust models and algorithms (2014)Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Balls (2018)Increasing Supply Chain Robustness through Process Flexibility and Inventory (2018)
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References

  • 2004The Price of Robustness4,620 cited
  • 2009Robust Optimization3,008 cited
  • 1998Robust Convex Optimization2,606 cited
  • 2010Theory and Applications of Robust Optimization2,515 cited
  • 2010Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems1,910 cited
  • 2013Solving two-stage robust optimization problems using a column-and-constraint generation method1,812 cited
  • 2004Adjustable robust solutions of uncertain linear programs1,428 cited
  • 2014Distributionally Robust Convex Optimization952 cited
  • 2003Robust Portfolio Selection Problems897 cited
  • 1993The Distribution Free Newsboy Problem: Review and Extensions803 cited
  • 2006A Robust Optimization Approach to Inventory Theory708 cited
  • 1959Studies in Mathematical Theory of Inventory and Production696 cited
  • 2005Retailer-Supplier Flexible Commitments Contracts: A Robust Optimization Approach322 cited
  • 2010Optimality of Affine Policies in Multistage Robust Optimization227 cited
  • 2009Uncertain Linear Programs: Extended Affinely Adjustable Robust Counterparts163 cited
  • 2007

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Computing robust basestock levels
151 cited

Cited by

  • 2018Adjustable Robust Optimization via Fourier–Motzkin Elimination97 cited
  • 2020A Review of Robust Operations Management under Model Uncertainty96 cited
  • 2015Robust Multistage Decision Making91 cited
  • 2018Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information79 cited
  • 2018The decision rule approach to optimization under uncertainty: methodology and applications64 cited
  • 2019Controlling risk and demand ambiguity in newsvendor models52 cited
  • 2020Reducing Conservatism in Robust Optimization51 cited
  • 2017A copositive approach for two-stage adjustable robust optimization with uncertain right-hand sides50 cited
  • 2022Robust and Distributionally Robust Optimization Models for Linear Support Vector Machine45 cited
  • 2018Constraint Generation for Two-Stage Robust Network Flow Problems42 cited
  • 2019Designing Response Supply Chain Against Bioattacks40 cited
  • 2016A Dynamic Programming Approach for a Class of Robust Optimization Problems37 cited
  • 2022Robust contract design and coordination under consignment contracts with revenue sharing36 cited
  • 2021Adjustable Robust Optimization Reformulations of Two-Stage Worst-Case Regret Minimization Problems34 cited
  • 2017Robust Inventory Management: An Optimal Control Approach22 cited
  • 2024Robust optimization approaches in inventory management: Part A—the survey21 cited