A deficiency of prescriptive analytics—No perfect predicted value or predicted distribution exists

Researchers and industrial practitioners are now interested in combining machine learning (ML) and operations research and management science to develop prescriptive analytics frameworks. By and large, a single value or a discrete distribution with a finite number of scenarios is predicted using an...

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Bibliographic Details
Main Authors: Shuaian Wang, Xuecheng Tian, Ran Yan, Yannick Liu
Format: Article
Language:English
Published: AIMS Press 2022-07-01
Series:Electronic Research Archive
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2022183?viewType=HTML