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A Cutting Surface Algorithm for Semi-Infinite Convex Programming with an Application to Moment Robust Optimization
4 references·8 citing·33 second hop
A Cutting Surface Algorithm for Semi-Infinite Convex Programming with an Application to Moment Robust Optimization (2014)A Cutting Surface Algorithm for Semi-Infi…Models for Minimax Stochastic Linear Optimization Problems with Risk Aversion (2010)Models for Minimax Stochastic…Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems (2010)Distributionally Robust Optim…A Min-Max Solution of an Inventory Problem (2005)A Min-Max Solution of an Inve…A Heuristic for Moment-Matching Scenario Generation (2003)A Heuristic for Moment-Matchi…A Column Generation Scheme for Distributionally Robust Multi-Item Newsvendor Problems (2024)A Column Generation Scheme fo…Decomposition algorithm for distributionally robust optimization using Wasserstein metric with an application to a class of regression models (2019)Decomposition algorithm for d…A Data-Driven Functionally Robust Approach for Simultaneous Pricing and Order Quantity Decisions with Unknown Demand Function (2019)A Data-Driven Functionally Ro…Scenario reduction for stochastic programs with Conditional Value-at-Risk (2018)Scenario reduction for stocha…Robust decision making using a general utility set (2018)Robust decision making using …Quantitative stability analysis for minimax distributionally robust risk optimization (2018)Quantitative stability analys…Variational Theory for Optimization under Stochastic Ambiguity (2017)Variational Theory for Optimi…Quantitative Stability Analysis for Distributionally Robust Optimization with Moment Constraints (2016)Quantitative Stability Analys…Simulating Multivariate Nonnormal Distributions (1983)Generating Scenario Trees for Multistage Decision Problems (2001)Scenario tree modeling for multistage stochastic programs (2007)Correlation control in small-sample Monte Carlo type simulations I: A simulated annealing approach (2009)Monte Carlo sampling-based methods for stochastic optimization (2014)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)Distributionally Robust Convex Optimization (2014)The Sample Average Approximation Method for Stochastic Discrete Optimization (2002)Stochastic Programming (2010)Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations (2017)Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Balls (2018)Distributionally Robust Optimization: A review on theory and applications (2021)Prospect theory: An analysis of decision under risk (1988)Advances in prospect theory: Cumulative representation of uncertainty (1992)Theory of games and economic behavior (2019)Coherent Measures of Risk (1999)Introduction to Stochastic Programming (2011)Robust alternative fuel refueling station location problem with routing under decision-dependent flow uncertainty (2022)Minimax Theorems (1953)Lectures on Stochastic Programming: Modeling and Theory (2009)Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations (2015)Distributionally robust shortfall risk optimization model and its approximation (2018)Lectures on Stochastic Programming (2009)Robust Optimization (2009)On linear optimization over Wasserstein balls (2021)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Robust solutions of uncertain linear programs (1999)Integrated design of unmanned aerial mobility network: A data-driven risk-averse approach (2021)Optimal Transport-Based Distributionally Robust Optimization: Structural Properties and Iterative Schemes (2021)Global Sensitivity Analysis via Optimal Transport (2024)
this work references cited by second hop

References

  • 2010Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems1,910 cited
  • 2005A Min-Max Solution of an Inventory Problem552 cited
  • 2003A Heuristic for Moment-Matching Scenario Generation404 cited
  • 2010Models for Minimax Stochastic Linear Optimization Problems with Risk Aversion215 cited

Cited by

  • 2019Decomposition algorithm for distributionally robust optimization using Wasserstein metric with an application to a class of regression models58 cited
  • 2016Quantitative Stability Analysis for Distributionally Robust Optimization with Moment Constraints50 cited
  • 2018Scenario reduction for stochastic programs with Conditional Value-at-Risk41 cited
  • 2018Quantitative stability analysis for minimax distributionally robust risk optimization38 cited
  • 2017Variational Theory for Optimization under Stochastic Ambiguity37 cited
  • 2018Robust decision making using a general utility set33 cited
  • 2019A Data-Driven Functionally Robust Approach for Simultaneous Pricing and Order Quantity Decisions with Unknown Demand Function29 cited
  • 2024A Column Generation Scheme for Distributionally Robust Multi-Item Newsvendor Problems14 cited

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