Lightning Talk 1: Data Driven Origin-Destination Matrix Estimation on Large Networks – A Joint Origin-Destination-Path-Choice Formulation
Title: Data Driven Origin-Destination Matrix Estimation on Large Networks - A Joint Origin-Destination-Path-Choice Formulation
Authors: Yumin Cao, Hans van Lint, Panchamy Krishnakumari, Michiel Bliemer
Abstract: This paper presents a novel approach to data-driven time-dependent origin-destination (OD) estimation using a joint origin-destination-path choice formulation, inspired by the well-known equivalence of doubly constraint gravity models and multinomial logit models for joint O-D choice. This new formulation provides a theoretical basis and generalize...
Keywords: Dynamic OD matrix estimation; Gravity model; Joint origin-destination-path choice; Principal component analysis