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Commodity flow estimation for a metropolitan scale freight modeling system: supplier selection considering distribution channel using an error component logit mixture model
https://oacis.repo.nii.ac.jp/records/2200
https://oacis.repo.nii.ac.jp/records/2200239de2c5-6b78-4347-ad70-06a298f83f30
Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2021-09-17 | |||||
タイトル | ||||||
タイトル | Commodity flow estimation for a metropolitan scale freight modeling system: supplier selection considering distribution channel using an error component logit mixture model | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
主題 | Freight demand model, Urban freight, Commodity flow, Error component logit mixture, Disaggregate | |||||
資源タイプ | ||||||
資源タイプ | journal article | |||||
アクセス権 | ||||||
アクセス権 | metadata only access | |||||
著者 |
Sakai, Takanori
× Sakai, Takanori× Bhavathrathan, B. K.× Alho, André× 兵藤, 哲朗× Ben-Akiva , Moshe |
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書誌情報 |
en : Transportation 巻 47, p. 997-1025 |
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抄録 | ||||||
内容記述 | Freight forecasting models have been significantly improved in recent years, especially in the field of goods vehicle behavior modeling. On the other hand, the improvements to commodity flow modeling, which provide inputs for goods vehicle simulations, were limited. Contributing to this component in urban freight modeling systems, we propose an error component logit mixture model for matching a receiver to a supplier that considers two-layers in supplier selection: distribution channels and specific suppliers. The distribution channel is an important element in freight modeling, as the type of distribution channel is relevant to various aspects of shipments and vehicle trips. The model is estimated using the data from the Tokyo Metropolitan Freight Survey. We demonstrate how typical establishment survey data (i.e. establishment and outbound shipment records) can be used to develop the model. The model captures the correlation structure of potential suppliers defined by business function and provides insights on the differences in the supplier choice by distribution channel. The reproducibility tests confirm the validity of the proposed approach, which is currently integrated into a metropolitan-scale agent-based freight modeling system, for practical use. | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 00494488 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA00457362 | |||||
DOI | ||||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1007/s11116-018-9932-1 | |||||
権利 | ||||||
権利情報 | This is an open access article under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/). | |||||
情報源 | ||||||
関連識別子 | https://doi.org/10.1007/s11116-018-9932-1 | |||||
関連名称 | Publisher's Version/PDF(Open Access) | |||||
出版者 | ||||||
出版者 | Springer Science+Business Media |