A note on scenario reduction for two-stage stochastic programs

A note on scenario reduction for two-stage stochastic programs

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Article ID: iaor20084201
Country: Netherlands
Volume: 35
Issue: 6
Start Page Number: 731
End Page Number: 738
Publication Date: Nov 2007
Journal: Operations Research Letters
Authors: ,
Keywords: programming: probabilistic
Abstract:

We extend earlier work on scenario reduction by relying directly on Fortet–Mourier metrics instead of using upper bounds given in terms of mass transportation problems. The importance of Fortet–Mourier metrics for quantitative stability of two-stage models is reviewed and some numerical results are also provided.

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