Data-driven Game-theoretic Model Based on Blockchain for Managing Resource Allocation and Vehicle Routing in Modular Integrated Construction.
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| Title: | Data-driven Game-theoretic Model Based on Blockchain for Managing Resource Allocation and Vehicle Routing in Modular Integrated Construction. |
|---|---|
| Authors: | Eltoukhy, Abdelrahman E.E.1 (AUTHOR), Hussein, Mohamed2,3 (AUTHOR) mohamed.hussein@connect.polyu.hk, Xu, Min1 (AUTHOR), Chan, Felix T.S.4 (AUTHOR) tschan@must.edu.mo |
| Source: | International Journal of Production Research. Jul2023, Vol. 61 Issue 13, p4472-4502. 31p. 3 Color Photographs, 7 Diagrams, 8 Charts, 2 Graphs. |
| Subjects: | Modular construction, Resource allocation, Vehicle routing problem, Building sites, Avionics, Blockchains |
| Abstract: | In modular integrated construction (MiC), the resource allocation problem (RAP) adopted by construction sites and vehicle routing problem (VRP) adopted by logistics companies are highly interdependent. However, this interdependence has been overlooked in the literature. Thus, the plans determined by each problem cannot be achieved practically. Moreover, there is no existing VRP model suitable for the MiC application. This study aims to propose a VRP model suitable for MiC, investigate the interdependence between the RAP and proposed VRP model, and develop a blockchain system to secure information sharing between the RAP and VRP. The first two objectives are achieved by developing a coordinated system formulated as a leader-follower Stackelberg game model (LFSGM). This model is presented as a bi-level optimisation model and solved using a nested ant colony optimisation-based algorithm. The effectiveness of the LFSGM is validated using a real case study. The results show that using the traditional approach (i.e. a separate RAP and proposed VRP) succeeds in providing a plan for the construction sites but not for the logistics company. In contrast, the LFSGM offers applicable plans for both the construction sites and logistics company. Lastly, some managerial implications are identified and discussed. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Production Research is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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| Items | – Name: Title Label: Title Group: Ti Data: Data-driven Game-theoretic Model Based on Blockchain for Managing Resource Allocation and Vehicle Routing in Modular Integrated Construction. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Eltoukhy%2C+Abdelrahman+E%2EE%2E%22">Eltoukhy, Abdelrahman E.E.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hussein%2C+Mohamed%22">Hussein, Mohamed</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<i> mohamed.hussein@connect.polyu.hk</i><br /><searchLink fieldCode="AR" term="%22Xu%2C+Min%22">Xu, Min</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chan%2C+Felix+T%2ES%2E%22">Chan, Felix T.S.</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> tschan@must.edu.mo</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Production+Research%22">International Journal of Production Research</searchLink>. Jul2023, Vol. 61 Issue 13, p4472-4502. 31p. 3 Color Photographs, 7 Diagrams, 8 Charts, 2 Graphs. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Modular+construction%22">Modular construction</searchLink><br /><searchLink fieldCode="DE" term="%22Resource+allocation%22">Resource allocation</searchLink><br /><searchLink fieldCode="DE" term="%22Vehicle+routing+problem%22">Vehicle routing problem</searchLink><br /><searchLink fieldCode="DE" term="%22Building+sites%22">Building sites</searchLink><br /><searchLink fieldCode="DE" term="%22Avionics%22">Avionics</searchLink><br /><searchLink fieldCode="DE" term="%22Blockchains%22">Blockchains</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: In modular integrated construction (MiC), the resource allocation problem (RAP) adopted by construction sites and vehicle routing problem (VRP) adopted by logistics companies are highly interdependent. However, this interdependence has been overlooked in the literature. Thus, the plans determined by each problem cannot be achieved practically. Moreover, there is no existing VRP model suitable for the MiC application. This study aims to propose a VRP model suitable for MiC, investigate the interdependence between the RAP and proposed VRP model, and develop a blockchain system to secure information sharing between the RAP and VRP. The first two objectives are achieved by developing a coordinated system formulated as a leader-follower Stackelberg game model (LFSGM). This model is presented as a bi-level optimisation model and solved using a nested ant colony optimisation-based algorithm. The effectiveness of the LFSGM is validated using a real case study. The results show that using the traditional approach (i.e. a separate RAP and proposed VRP) succeeds in providing a plan for the construction sites but not for the logistics company. In contrast, the LFSGM offers applicable plans for both the construction sites and logistics company. Lastly, some managerial implications are identified and discussed. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Production Research is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1080/00207543.2022.2154406 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 31 StartPage: 4472 Subjects: – SubjectFull: Modular construction Type: general – SubjectFull: Resource allocation Type: general – SubjectFull: Vehicle routing problem Type: general – SubjectFull: Building sites Type: general – SubjectFull: Avionics Type: general – SubjectFull: Blockchains Type: general Titles: – TitleFull: Data-driven Game-theoretic Model Based on Blockchain for Managing Resource Allocation and Vehicle Routing in Modular Integrated Construction. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Eltoukhy, Abdelrahman E.E. – PersonEntity: Name: NameFull: Hussein, Mohamed – PersonEntity: Name: NameFull: Xu, Min – PersonEntity: Name: NameFull: Chan, Felix T.S. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: Jul2023 Type: published Y: 2023 Identifiers: – Type: issn-print Value: 00207543 Numbering: – Type: volume Value: 61 – Type: issue Value: 13 Titles: – TitleFull: International Journal of Production Research Type: main |
| ResultId | 1 |
