Predictive Prescription with a Transportation Application

Session date: 23 June 2025

Session host: Elif Arslan

Summary:

In this session, we will explore how Machine Learning and Operations Research can be combined through Predictive Prescription, and examine an example of its application in Transportation.

Relevant papers

  1. From Predictive to Prescriptive Analytics
    Dimitris Bertsimas, and Nathan Kallus
    Management Science, Mar 2020
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  2. Data-Driven Vehicle Rebalancing With Predictive Prescriptions in the Ride-Hailing System
    Xiaotong Guo, Qingyi Wang, and Jinhua Zhao
    IEEE Open Journal of Intelligent Transportation Systems, Mar 2022