Data Transformation in the Predict-Then-Optimize Framework: Enhancing Decision Making under Uncertainty

Decision making under uncertainty is pivotal in real-world scenarios, such as selecting the shortest transportation route amidst variable traffic conditions or choosing the best investment portfolio during market fluctuations. In today’s big data age, while the predict-then-optimize framework has be...

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Bibliographic Details
Main Authors: Xuecheng Tian, Yanxia Guan, Shuaian Wang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/17/3782