Integrating prediction with optimization: Models and applications in transportation management

Author:

Yan Ran,Wang Shuaian

Publisher

Elsevier BV

Reference16 articles.

1. Applications of artificial intelligence in transport: an overview;Abduljabbar;Sustainability,2019

2. Balghiti, O. E., Elmachtoub, A. N., Grigas, P., Tewari, A., 2019. Generalization bounds in the predict-then-optimize framework. arXiv preprint arXiv:1905.11488.

3. From predictive to prescriptive analytics;Bertsimas;Manag. Sci.,2020

4. Data-driven optimization for last-mile delivery;Chu;Complex Intell. Syst.,2021

5. Predict+ optimise with ranking objectives: Exhaustively learning linear functions;Demirović,2019

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