Refining bounds for stochastic linear programs with linearly transformed independent random variables (Q1079127)

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scientific article; zbMATH DE number 3961352
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Refining bounds for stochastic linear programs with linearly transformed independent random variables
scientific article; zbMATH DE number 3961352

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    Refining bounds for stochastic linear programs with linearly transformed independent random variables (English)
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    1986
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    The numerical solution of two-stage stochastic programming problems demands, as a rule, adaptive discretization schemes for the figuring random variables: these approximations are refined until the respective bounds on the second-stage problem satisfy some numerical stopping rule. In the paper on approach is proposed which leads to tractable approximations, when in the two-stage problem the right-hand side is a linear combination of independent random variables.
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    dependent right-hand side
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    bounds on the recourse problem
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    two-stage stochastic programming
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    adaptive discretization
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    approximations
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