Choice Modeling and Assortment Optimization on the Transformer Model

The problem of modeling customer choices and finding assortments with maximal revenue has been widely studied in revenue management. Random utility models (RUMs) are typically used to model choice. These models implicitly enforce a rational decision making process whereby a customer is endowed with...

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Bibliographic Details
Main Author: Jiang, Qingxuan
Other Authors: Levi, Retsef
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/153714
https://orcid.org/0009-0004-2183-5338