Multi-objective Optimization of Freight Route Choices in Multimodal Transportation
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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2021-02-01
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| Series: | International Journal of Computational Intelligence Systems |
| Subjects: | |
| Online Access: | https://www.atlantis-press.com/article/125952845/view |
| _version_ | 1811302471131201536 |
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| author | Kwanjira Kaewfak Veeris Ammarapala Van-Nam Huynh |
| author_facet | Kwanjira Kaewfak Veeris Ammarapala Van-Nam Huynh |
| author_sort | Kwanjira Kaewfak |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-13T07:28:39Z |
| format | Article |
| id | doaj.art-f945f3f815954968b25dfdd3d5fcffde |
| institution | Directory Open Access Journal |
| issn | 1875-6883 |
| language | English |
| last_indexed | 2024-04-13T07:28:39Z |
| publishDate | 2021-02-01 |
| publisher | Springer |
| record_format | Article |
| series | International Journal of Computational Intelligence Systems |
| spelling | doaj.art-f945f3f815954968b25dfdd3d5fcffde2022-12-22T02:56:25ZengSpringerInternational Journal of Computational Intelligence Systems1875-68832021-02-0114110.2991/ijcis.d.210126.001Multi-objective Optimization of Freight Route Choices in Multimodal TransportationKwanjira KaewfakVeeris AmmarapalaVan-Nam HuynhRoute 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.https://www.atlantis-press.com/article/125952845/viewRoute selectionMultimodal freight transportation systemRisk assessmentAnalytic hierarchy processMulti-objective optimizationZero-one goal programing |
| spellingShingle | Kwanjira Kaewfak Veeris Ammarapala Van-Nam Huynh Multi-objective Optimization of Freight Route Choices in Multimodal Transportation International Journal of Computational Intelligence Systems Route selection Multimodal freight transportation system Risk assessment Analytic hierarchy process Multi-objective optimization Zero-one goal programing |
| title | Multi-objective Optimization of Freight Route Choices in Multimodal Transportation |
| title_full | Multi-objective Optimization of Freight Route Choices in Multimodal Transportation |
| title_fullStr | Multi-objective Optimization of Freight Route Choices in Multimodal Transportation |
| title_full_unstemmed | Multi-objective Optimization of Freight Route Choices in Multimodal Transportation |
| title_short | Multi-objective Optimization of Freight Route Choices in Multimodal Transportation |
| title_sort | multi objective optimization of freight route choices in multimodal transportation |
| topic | Route selection Multimodal freight transportation system Risk assessment Analytic hierarchy process Multi-objective optimization Zero-one goal programing |
| url | https://www.atlantis-press.com/article/125952845/view |
| work_keys_str_mv | AT kwanjirakaewfak multiobjectiveoptimizationoffreightroutechoicesinmultimodaltransportation AT veerisammarapala multiobjectiveoptimizationoffreightroutechoicesinmultimodaltransportation AT vannamhuynh multiobjectiveoptimizationoffreightroutechoicesinmultimodaltransportation |