Stochastic optimization problems with CVaR risk measure and their sample average approximation
From MaRDI portal
Publication:604268
DOI10.1007/s10957-010-9676-3zbMath1213.91161OpenAlexW2037656742MaRDI QIDQ604268
Mark Goh, Jie Sun, Fanwen Meng
Publication date: 10 November 2010
Published in: Journal of Optimization Theory and Applications (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10957-010-9676-3
Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).
Related Items (11)
Two-stage mean-risk stochastic optimization model for port cold storage capacity under pelagic fishery yield uncertainty ⋮ A new algorithm for linearly constrained c-convex vector optimization with a supply chain network risk application ⋮ Gradient and Hessian of joint probability function with applications on chance-constrained programs ⋮ CVaR-based optimization of environmental flow via the Markov lift of a mixed moving average process ⋮ Sample average approximation of conditional value-at-risk based variational inequalities ⋮ Optimal insurance contract specification in the upstream sector of the oil and gas industry ⋮ Asymptotic analysis of sample average approximation for stochastic optimization problems with joint chance constraints via conditional value at risk and difference of convex functions ⋮ Neural network smoothing approximation method for stochastic variational inequality problems ⋮ A smoothing sample average approximation method for stochastic optimization problems with CVaR risk measure ⋮ Simulation methods for robust risk assessment and the distorted mix approach ⋮ Quantitative Stability and Empirical Approximation of Risk-Averse Models Induced by Two-Stage Stochastic Programs with Full Random Recourse
Cites Work
- Computational aspects of minimizing conditional value-at-risk
- A strong law of large numbers for random compact sets
- Differentiability and semismoothness properties of integral functions and their applications
- Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
- A stochastic programming approach for supply chain network design under uncertainty
- Stochastic programming with equilibrium constraints
- Convex risk measures for portfolio optimization and concepts of flexibility
- Coherent Measures of Risk
- From CVaR to Uncertainty Set: Implications in Joint Chance-Constrained Optimization
- Stochastic mathematical programs with equilibrium constraints, modelling and sample average approximation
- Optimization and nonsmooth analysis
- On the global minimization of the value-at-risk
- Convergence Analysis of Sample Average Approximation Methods for a Class of Stochastic Mathematical Programs with Equality Constraints
- Convex Analysis
- Estimation of Derivatives of Nonsmooth Performance Measures in Regenerative Systems
- A Regularized Sample Average Approximation Method for Stochastic Mathematical Programs with Nonsmooth Equality Constraints
- Credit risk optimization with conditional Value-at-Risk criterion
This page was built for publication: Stochastic optimization problems with CVaR risk measure and their sample average approximation