A state aggregation approach for stochastic multiperiod last-mile ride-sharing problems

• Main Authors: AGUSSURJA, Lucas, CHENG, Shih-Fen, LAU, Hoong Chuin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: last-mile problem; shared mobility systems; approximate dynamic programming approach; Computer Sciences; Operations Research, Systems Engineering and Industrial Engineering; Transportation
• Online Access: https://ink.library.smu.edu.sg/sis_research/4326; https://ink.library.smu.edu.sg/context/sis_research/article/5329/viewcontent/last_mile_adp_final.pdf
• Institution: Singapore Management University

The arrangement of last-mile services is playing an increasingly important role in making public transport more accessible. We study the use of ridesharing in satisfying last-mile demands with the assumption that demands are uncertain and come in batches. The most important contribution of our paper...