Convex approximations for two-stage mixed-integer mean-risk recourse models with conditional value-at-risk
DOI10.1007/s10107-019-01428-6zbMath1440.90033OpenAlexW2972988602WikidataQ127284519 ScholiaQ127284519MaRDI QIDQ2189450
E. Ruben van Beesten, Ward Romeijnders
Publication date: 15 June 2020
Published in: Mathematical Programming. Series A. Series B (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10107-019-01428-6
stochastic programmingmean-risk modelsconvex approximationsconditional value-at-riskmixed-integer recourse
Mixed integer programming (90C11) Stochastic programming (90C15) Approximation methods and heuristics in mathematical programming (90C59)
Related Items (2)
Cites Work
- Total variation bounds on the expectation of periodic functions with applications to recourse approximations
- Stochastic network models for logistics planning in disaster relief
- The ancestral Benders' cutting plane algorithm with multi-term disjunctions for mixed-integer recourse decisions in stochastic programming
- The integer \(L\)-shaped method for stochastic integer programs with complete recourse
- The value function of a mixed integer program. II
- Dual decomposition in stochastic integer programming
- Stochastic programming with simple integer recourse
- Convex approximations for complete integer recourse models
- A stochastic programming approach for the optimal management of aggregated distributed energy resources
- A mean-risk mixed integer nonlinear program for transportation network protection
- Supply chain network design under uncertainty: a comprehensive review and future research directions
- Solving stochastic programming problems with risk measures by progressive hedging
- Risk-averse two-stage stochastic programming with an application to disaster management
- A finite branch-and-bound algorithm for two-stage stochastic integer programs
- Convex approximations for a class of mixed-integer recourse models
- Decomposition algorithms with parametric Gomory cuts for two-stage stochastic integer programs
- Risk-averse two-stage stochastic programs in furniture plants
- Convexity and decomposition of mean-risk stochastic programs
- Simple integer recourse models: convexity and convex approximations
- Effective location models for sorting recyclables in public management
- Reverse logistics network design and planning utilizing conditional value at risk
- Lifting projections of convex polyhedra
- Some polyhedra related to combinatorial problems
- The \(C^3\) theorem and a \(D^2\) algorithm for large scale stochastic mixed-integer programming: set convexification
- Conditional value-at-risk in stochastic programs with mixed-integer recourse
- Coherent Measures of Risk
- The Sample Average Approximation Method for Stochastic Discrete Optimization
- A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management
- Decomposition Algorithms for Risk-Averse Multistage Stochastic Programs with Application to Water Allocation under Uncertainty
- Improving the Integer L-Shaped Method
- Convex Approximations for Totally Unimodular Integer Recourse Models: A Uniform Error Bound
- Risk-Averse Two-Stage Stochastic Linear Programming: Modeling and Decomposition
- An Introduction to Heavy-Tailed and Subexponential Distributions
- Bounds on the Expectation of a Convex Function of a Multivariate Random Variable
- Sensitivity theorems in integer linear programming
- Stochastic Dominance and Expected Utility: Survey and Analysis
- Tight Second Stage Formulations in Two-Stage Stochastic Mixed Integer Programs
- Dual Stochastic Dominance and Related Mean-Risk Models
- Finitely Convergent Decomposition Algorithms for Two-Stage Stochastic Pure Integer Programs
- Assessing the Quality of Convex Approximations for Two-Stage Totally Unimodular Integer Recourse Models
- L-Shaped Linear Programs with Applications to Optimal Control and Stochastic Programming
- Strengthened Benders Cuts for Stochastic Integer Programs with Continuous Recourse
- A Convex Approximation for Two-Stage Mixed-Integer Recourse Models with a Uniform Error Bound
This page was built for publication: Convex approximations for two-stage mixed-integer mean-risk recourse models with conditional value-at-risk