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On Rates of Convergence for Stochastic Optimization Problems Under Non–Independent and Identically Distributed Sampling

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References

2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
2011Introduction to Stochastic Programming6,469 cited
1987Large Sample Properties of Simulations Using Latin Hypercube Sampling2,483 cited
2002The Sample Average Approximation Method for Stochastic Discrete Optimization1,989 cited
2003Scenario Reduction Algorithms in Stochastic Programming983 cited
2003Monte Carlo Sampling Methods916 cited
1991Stochastic Decomposition: An Algorithm for Two-Stage Linear Programs with Recourse452 cited
2006The empirical behavior of sampling methods for stochastic programming426 cited
1995Discrete Event Systems: Sensitivity Analysis and Stochastic Optimization by the Score Function Method383 cited
2001Scenario tree generation for multiperiod financial optimization by optimal discretization337 cited
1997An Efficient Sampling Technique for Off-Line Quality Control326 cited
1998A simulation-based approach to two-stage stochastic programming with recourse290 cited
1991Asymptotic analysis of stochastic programs258 cited
2000On the Rate of Convergence of Optimal Solutions of Monte Carlo Approximations of Stochastic Programs253 cited

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1996

Analysis of Sample-Path Optimization

248 cited

1992Monte Carlo (importance) sampling within a benders decomposition algorithm for stochastic linear programs209 cited

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