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Resource allocation procedures for unknown sales response functions with additive disturbances

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Gahler, Daniel ; Hruschka, Harald
License: Creative Commons Attribution 4.0
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Date of publication of this fulltext: 23 Dec 2021 08:39


We develop a modified exploration–exploitation algorithm which allocates a fixed resource (e.g., a fixed budget) to several units with the objective to attain maximum sales. This algorithm does not require knowledge of the form and the parameters of sales response functions and is able to cope with additive random disturbances. Note that additive random disturbances, as a rule, are a component of ...


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