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A discrete shipment size choice model with latent classes of shipments' attributes

Piendl, Raphael and Liedtke, Gernot and Matteis, Tilman (2016) A discrete shipment size choice model with latent classes of shipments' attributes. 14th World Conference on Transport Research, 10.-15. Juli 2016, Shanghai, China.

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Abstract

Behavioral heterogeneity with respect to actors and shipments is a ubiquitous topic in the context of freight transport models. The necessity of consideration of these aspects and the challenges going along with the implementation into a freight transport model framework form a conflicting setting that needs to be analyzed in-depth in conjunction with solution approaches satisfying both aspects. In this study, we model the shipment size choice behavior by using a discretized total logistic costs approach as high-level logistics decision and account for the exceeding heterogeneity by forming segments of similarly behaving actors. This methodology enables the application in freight transport models as well as the analyses and prediction of policy impacts. We also give an outline how the latent segments can possibly be implemented into a German freight transport model.

Item URL in elib:https://elib.dlr.de/110113/
Document Type:Conference or Workshop Item (Speech)
Title:A discrete shipment size choice model with latent classes of shipments' attributes
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Piendl, RaphaelRaphael.Piendl (at) dlr.deUNSPECIFIED
Liedtke, GernotGernot.Liedtke (at) dlr.deUNSPECIFIED
Matteis, TilmanTilman.Matteis (at) dlr.deUNSPECIFIED
Date:2016
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:freight transport; shipment size; total logistics cost; discrete choice; latent class models
Event Title:14th World Conference on Transport Research
Event Location:Shanghai, China
Event Type:international Conference
Event Dates:10.-15. Juli 2016
Organizer:World Conference on Transport Research Society
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Transport System
DLR - Research area:Transport
DLR - Program:V VS - Verkehrssystem
DLR - Research theme (Project):V - Verkehrsentwicklung und Umwelt II (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research > Commercial Transport
Deposited By: Piendl, Raphael
Deposited On:11 Jan 2017 09:54
Last Modified:31 Jul 2019 20:07

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