Distributionally robust optimization with multivariate second-order stochastic dominance constraints with applications in portfolio optimization
From MaRDI portal
Publication:6132757
DOI10.1080/02331934.2022.2048382OpenAlexW4220725621MaRDI QIDQ6132757
Shuang Wang, Hong-Wei Zhang, Hua Guo, Li-Ping Pang
Publication date: 14 July 2023
Published in: Optimization (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/02331934.2022.2048382
stochastic programmingWasserstein metricdistributionally robust optimizationmultivariate second-order stochastic dominance
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- An approximation scheme for stochastic programs with second order dominance constraints
- Processing second-order stochastic dominance models using cutting-plane representations
- Stochastic programming with multivariate second order stochastic dominance constraints with applications in portfolio optimization
- Robust stochastic dominance and its application to risk-averse optimization
- Optimization with multivariate stochastic dominance constraints
- Scenario reduction in stochastic programming
- Distributionally robust shortfall risk optimization model and its approximation
- Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations
- Data-driven distributionally robust chance-constrained optimization with Wasserstein metric
- Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design
- Portfolio diversification based on stochastic dominance under incomplete probability information
- Two-Stage Optimization Problems with Multivariate Stochastic Order Constraints
- Optimization with Multivariate Stochastic Dominance Constraints
- Augmented Lagrangian Methods for Solving Optimization Problems with Stochastic-Order Constraints
- Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems
- Distributionally Robust Optimization and Its Tractable Approximations
- Optimization Problems with Second Order Stochastic Dominance Constraints: Duality, Compact Formulations, and Cut Generation Methods
- New Formulations for Optimization under Stochastic Dominance Constraints
- A Cutting-Surface Method for Uncertain Linear Programs with Polyhedral Stochastic Dominance Constraints
- An Application of Error Bounds for Convex Programming in a Linear Space
- Variational Analysis
- Optimization with Stochastic Dominance Constraints
- Probability approximation schemes for stochastic programs with distributionally robust second-order dominance constraints
- Optimization with Stochastic Preferences Based on a General Class of Scalarization Functions
- Multivariate robust second-order stochastic dominance and resulting risk-averse optimization
- Exact Penalization, Level Function Method, and Modified Cutting-Plane Method for Stochastic Programs with Second Order Stochastic Dominance Constraints
- Distributionally Robust Reward-Risk Ratio Optimization with Moment Constraints
This page was built for publication: Distributionally robust optimization with multivariate second-order stochastic dominance constraints with applications in portfolio optimization