Scenario-based stochastic programs: Resistance with respect to sample

Scenario-based stochastic programs: Resistance with respect to sample

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Article ID: iaor19971577
Country: Netherlands
Volume: 64
Issue: 1
Start Page Number: 21
End Page Number: 38
Publication Date: Jun 1996
Journal: Annals of Operations Research
Authors:
Keywords: scenario analysis and planning
Abstract:

A contamination technique is presented as a numerically tractable tool to post-optimization and analysis of robustness of the optimal value of scenario-based stochastic programs and of the expected value problems. Detailed applications of the method concern the two-stage stochastic linear programs with random recourse and the corresponding robust optimization problems.

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