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Bounds for the approximation of dynamic programs

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Summary

We consider a general finite stage dynamic programming model. Bounds are derived for the approximation of the minimum expected total cost and of the optimal policy. The theory is applied to an inventory model to give bounds for “good” order policies.

Zusammenfassung

Es wird ein allgemeines dynamisches Optimierungsmodell mit endlichem Horizont betrachtet. Für verschiedene Näherungsverfahren für die minimalen erwarteten Gesamtkosten und die optimale Politik werden Schranken angegeben. Die Theorie wird sodann auf ein Lagerhaltungsmodell angewandt, um Schranken für „gute“ Bestellpolitiken zu erhalten.

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Benzing, H. Bounds for the approximation of dynamic programs. Zeitschrift für Operations Research 30, A65–A77 (1986). https://doi.org/10.1007/BF01918632

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  • DOI: https://doi.org/10.1007/BF01918632

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