Mixing stochastic dynamic programming and scenario aggregation

Mixing stochastic dynamic programming and scenario aggregation

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Article ID: iaor19971403
Country: Netherlands
Volume: 64
Issue: 1
Start Page Number: 1
End Page Number: 19
Publication Date: Jun 1996
Journal: Annals of Operations Research
Authors: ,
Keywords: programming: dynamic
Abstract:

This paper describes a serial and parallel implementation of a hybrid stochastic dynamic programming and progressive hedging algorithm. Numerical experiments show good speedups in the parallel implementation. In spite of this, the present hybrid algorithm has difficulties competing with a pure stochastic dynamic programming approach on a given test case from macroeconomic control theory.

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