Decision of Multimodal Transportation Scheme Based on Swarm Intelligence
Joint Authors
Zhu, Xiaoning
Huang, Wencheng
Hou, Jianfei
Lei, Kai
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-24
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In this paper, some basic concepts of multimodal transportation and swarm intelligence were described and reviewed and analyzed related literatures of multimodal transportation scheme decision and swarm intelligence methods application areas.
Then, this paper established a multimodal transportation scheme decision optimization mathematical model based on transportation costs, transportation time, and transportation risks, explained relevant parameters and the constraints of the model in detail, and used the weight coefficient to transform the multiobjective optimization problems into a single objective optimization transportation scheme decision problem.
Then, this paper is proposed by combining particle swarm optimization algorithm and ant colony algorithm (PSACO) to solve the combinatorial optimization problem of multimodal transportation scheme decision for the first time; this algorithm effectively combines the advantages of particle swarm optimization algorithm and ant colony algorithm.
The solution shows that the PSACO algorithm has two algorithms’ advantages and makes up their own problems; PSACO algorithm is better than ant colony algorithm in time efficiency and its accuracy is better than that of the particle swarm optimization algorithm, which is proved to be an effective heuristic algorithm to solve the problem about multimodal transportation scheme decision, and it can provide economical, reasonable, and safe transportation plan reference for the transportation decision makers.
American Psychological Association (APA)
Lei, Kai& Zhu, Xiaoning& Hou, Jianfei& Huang, Wencheng. 2014. Decision of Multimodal Transportation Scheme Based on Swarm Intelligence. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-509323
Modern Language Association (MLA)
Lei, Kai…[et al.]. Decision of Multimodal Transportation Scheme Based on Swarm Intelligence. Mathematical Problems in Engineering No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-509323
American Medical Association (AMA)
Lei, Kai& Zhu, Xiaoning& Hou, Jianfei& Huang, Wencheng. Decision of Multimodal Transportation Scheme Based on Swarm Intelligence. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-509323
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-509323