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Data-driven robust optimization for contextual vehicle rebalancing in on-demand ride services under demand uncertainty

  • Published:2023-09 Issue: Volume:154 Page:104244
  • ISSN:0968-090X
  • Container-title:Transportation Research Part C: Emerging Technologies
  • language:en
  • Short-container-title:Transportation Research Part C: Emerging Technologies

Author:

Guo ZhenORCID,Yu Bin,Shan Wenxuan,Yao BaozhenORCID

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Academic Excellence Foundation of BUAA for PHD Students

Publisher

Elsevier BV

Subject

Management Science and Operations Research,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference86 articles.

1. Robust optimization of sums of piecewise linear functions with application to inventory problems;Ardestani-Jaafari;Oper. Res.,2016

2. Support vector machines for classification;Awad,2015

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

4. A robust optimization approach to inventory theory;Bertsimas;Oper. Res.,2006

5. An optimization framework for the development of efficient one-way car-sharing systems;Boyacı;European J. Oper. Res.,2015

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