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This paper concerns a two-product, multi-period nonstationary newsvendor model in which the inventory is not allowed to be carried between periods and each period the newsvendor is subject to a budget constraint and has to decide his order quantities on each product. The Weak Aggregating Algorithm (WAA) developed in computer science is an online learning method of prediction with expert advice; it...
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