International Journal of Computational Intelligence Systems

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Volume 14, Issue 1, 2021, Pages 794 - 807

Multi-objective Optimization of Freight Route Choices in Multimodal Transportation

Authors
Kwanjira Kaewfak1, 2, *, Veeris Ammarapala1, Van-Nam Huynh2
1School of Management Technology, Sirindhorn International Institute of Technology, Thammasat University, Pathumthani, 12000, Thailand
2School of Knowledge Science, Japan Advanced Institute of Science and Technology, Ishikawa, 923-1211, Japan
*Corresponding author. Email: kwanjira@jaist.ac.jp
Corresponding Author
Kwanjira Kaewfak
Received 6 May 2020, Accepted 18 January 2021, Available Online 18 February 2021.
DOI
10.2991/ijcis.d.210126.001How to use a DOI?
Keywords
Route selection; Multimodal freight transportation system; Risk assessment; Analytic hierarchy process; Multi-objective optimization; Zero-one goal programing
Abstract

Route selection strategy has become the main aspect in the multimodal transportation system. The transport cost and time as well as the inherent risks must be considered when determining a corrective design plan. The selection of a multimodal transportation network route is a complex multi-objective decision problem. Therefore, considering the impact factors such as the transport cost, time, and comprehensive risk assessment model were further created. This paper develops a decision support model using an analytic hierarchy process (AHP) and zero-one goal programing (ZOGP) to determine an optimal multimodal transportation route. AHP is employed to determine weights of each factor, which rely on expert judgments. The significant weights of criteria obtained from AHP can be integrated in the objective function of ZOGP which is used to generate the optimal route. The empirical case study of coal manufacturing is conducted to demonstrate the proposed model. This methodology can provide a guidance for effectively determining the multimodal transportation routes to improve performance of logistics systems.

Copyright
© 2021 The Authors. Published by Atlantis Press B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
14 - 1
Pages
794 - 807
Publication Date
2021/02/18
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
10.2991/ijcis.d.210126.001How to use a DOI?
Copyright
© 2021 The Authors. Published by Atlantis Press B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - JOUR
AU  - Kwanjira Kaewfak
AU  - Veeris Ammarapala
AU  - Van-Nam Huynh
PY  - 2021
DA  - 2021/02/18
TI  - Multi-objective Optimization of Freight Route Choices in Multimodal Transportation
JO  - International Journal of Computational Intelligence Systems
SP  - 794
EP  - 807
VL  - 14
IS  - 1
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.d.210126.001
DO  - 10.2991/ijcis.d.210126.001
ID  - Kaewfak2021
ER  -