Online Network Revenue Management Using Thompson Sampling

We consider a price-based network revenue management problem in which a retailer aims to maximize revenue from multiple products with limited inventory over a finite selling season. As is common in practice, we assume the demand function contains unknown parameters that must be learned from sales da...

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Bibliografske podrobnosti
Main Authors: Ferreira, Kris Johnson, Simchi-Levi, David, Wang, He
Drugi avtorji: Massachusetts Institute of Technology. Institute for Data, Systems, and Society
Format: Article
Jezik:English
Izdano: Institute for Operations Research and the Management Sciences (INFORMS) 2020
Online dostop:https://hdl.handle.net/1721.1/125757