Estimation of recursive route choice models with incomplete trip observations

• Main Authors: MAI, Tien, BUI, The Viet, NGUYEN, Quoc Phong, LE, Tho V.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Decomposition-composition; Expectation-maximization; Incomplete observations; Nested recursive logit; Recursive logit; Operations Research, Systems Engineering and Industrial Engineering; Theory and Algorithms; Transportation
• Online Access: https://ink.library.smu.edu.sg/sis_research/8008; https://ink.library.smu.edu.sg/context/sis_research/article/9011/viewcontent/EstimationRecursiveRoute_sv_cc_by__1_.pdf
• Institution: Singapore Management University

This work concerns the estimation of recursive route choice models in the situation that the trip observations are incomplete, i.e., there are unconnected links (or nodes) in the observations. A direct approach to handle this issue could be intractable because enumerating all paths between unconnect...