Green Vehicle Routing and Scheduling Optimization of Ship Steel Distribution Center Based on Improved Intelligent Water Drop Algorithms
Joint Authors
Li, Jinghua
Guo, Hui
Chen, Gang
Wu, Xiaoyuan
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-01-09
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
The timeliness of the steel distribution center process contributes to the smooth progress of ship construction.
However, carbon emissions from vehicles in the distribution process are a major source of pollution.
Reasonable vehicle routing and scheduling can effectively reduce the carbon emissions of vehicles and ensure the timeliness of distribution.
To solve this problem, a green vehicle routing and scheduling problem model with soft time windows was proposed in this study.
An intelligent water drop algorithm was designed and improved and then compared with the genetic algorithm and the traditional intelligent water drop algorithm.
The applicability of the improved intelligent water drop algorithm was demonstrated.
Finally, this algorithm was applied to a specific example to demonstrate that the improved intelligent water drop algorithm effectively reduced the cost of such green vehicle problems, thus reducing the carbon emissions of vehicles during the distribution process and achieving reductions in environmental pollution.
Ultimately, this algorithm facilitates the achievement of green shipbuilding.
American Psychological Association (APA)
Chen, Gang& Wu, Xiaoyuan& Li, Jinghua& Guo, Hui. 2020. Green Vehicle Routing and Scheduling Optimization of Ship Steel Distribution Center Based on Improved Intelligent Water Drop Algorithms. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1202526
Modern Language Association (MLA)
Chen, Gang…[et al.]. Green Vehicle Routing and Scheduling Optimization of Ship Steel Distribution Center Based on Improved Intelligent Water Drop Algorithms. Mathematical Problems in Engineering No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1202526
American Medical Association (AMA)
Chen, Gang& Wu, Xiaoyuan& Li, Jinghua& Guo, Hui. Green Vehicle Routing and Scheduling Optimization of Ship Steel Distribution Center Based on Improved Intelligent Water Drop Algorithms. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1202526
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1202526