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Deterministic approximations of probability inequalities

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References

1960Inequalities for Stochastic Linear Programming Problems261 cited
1983Stochastic Programming: Solution Techniques and Approximation Schemes205 cited
1987The minimax approach to stochastic programming and an illustrative application154 cited
1977Bounds on the Expectation of a Convex Function of a Random Variable: With Applications to Stochastic Programming108 cited
1986Duality in Stochastic Linear and Dynamic Programming98 cited
1982Solving Stochastic Programming Problems with Recourse Including Error Bounds83 cited

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2022Chance-constrained optimization under limited distributional information: A review of reformulations based on sampling and distributional robustness59 cited
2014A Comparative Theoretical and Computational Study on Robust Counterpart Optimization: III. Improving the Quality of Robust Solutions54 cited
2022Robust and Distributionally Robust Optimization Models for Linear Support Vector Machine45 cited
2013Convex relaxations of chance constrained optimization problems44 cited
2014A tractable approximation of non-convex chance constrained optimization with non-Gaussian uncertainties42 cited
2018Relaxations and approximations of chance constraints under finite distributions41 cited
2013Probabilistic Set Covering with Correlations39 cited

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