On statistical sensitivity analysis in stochastic programming

On statistical sensitivity analysis in stochastic programming

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Article ID: iaor19912123
Country: Switzerland
Volume: 30
Start Page Number: 199
End Page Number: 214
Publication Date: Mar 1991
Journal: Annals of Operations Research
Authors:
Abstract:

Different approaches to statistical sensitivity analysis for optimal solutions of stochastic programs are discussed and compared. Possibilities of drawing conclusions about asymptotic behavior of estimated optimal solutions by means of stability properties of auxiliary randomly perturbed convex quadratic programs are indicated and illustrated on a numerical example.

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