Authors
Jian Wen, Neema Nassir, Jinhua Zhao
Publication date
2019/3/1
Journal
Transportation Research Part A: Policy and Practice
Volume
121
Pages
346-359
Publisher
Pergamon
Description
Effective management of demand information is a critical factor in the successful operation of autonomous mobility-on-demand (AMoD) systems. This paper classifies, measures and evaluates the demand information for an AMoD system. First, the paper studies demand information at both individual and aggregate levels and measures two critical attributes: dynamism and granularity. We identify the trade-offs between both attributes during the data collection and information inference processes and discuss the compatibility of the AMoD dispatching algorithms with different types of information. Second, the paper assesses the value of demand information through agent-based simulation experiments with the actual road network and travel demand in a major European city, where we assume a single operator monopolizes the AMoD service in the case study area but competes with other transportation modes. The …
Total citations
201920202021202220232024387763
Scholar articles
J Wen, N Nassir, J Zhao - Transportation Research Part A: Policy and Practice, 2019