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Quantitative stability of fully random mixed-integer two-stage stochastic programs
Authors:W. Römisch  S. Vigerske
Affiliation:(1) Institute of Mathematics, Humboldt-University Berlin, 10099 Berlin, Germany
Abstract:Mixed-integer two-stage stochastic programs with fixed recourse matrix, random recourse costs, technology matrix, and right-hand sides are considered. Quantitative continuity properties of its optimal value and solution set are derived when the underlying probability distribution is perturbed with respect to an appropriate probability metric.
Keywords:Stochastic programming  Two-stage  Mixed-integer  Stability  Weak convergence  Probability metric  Discrepancy
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