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A Multiobjective Route Robust Optimization Model and Algorithm for Hazmat Transportation
Joint Authors
Ma, Changxi
He, Ruichun
Hao, Wei
Moghimi, Bahman
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-09
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Aiming at route optimization problem of hazardous materials transportation in uncertain environment, this paper presents a multiobjective robust optimization model by taking robust control parameters into consideration.
The objective of the model is to minimize not only transportation risk but also transportation time, and a robust counterpart of the model is introduced through applying the Bertsimas-Sim robust optimization theory.
Moreover, a fuzzy C-means clustering-particle swarm optimization (FCMC-PSO) algorithm is designed, and the FCMC algorithm is used to cluster the demand points.
In addition the PSO algorithm with the adaptive archives grid is used to calculate the robust optimization route of hazmat transportation.
Finally, the computational results show the multiobjective route robust optimization model with 3 centers and 20 demand points’ sample studied and FCMC-PSO algorithm for hazmat transportation can obtain different robustness Pareto solution sets.
As a result, this study will provide basic theory support for hazmat transportation safeguarding.
American Psychological Association (APA)
Ma, Changxi& Hao, Wei& He, Ruichun& Moghimi, Bahman. 2018. A Multiobjective Route Robust Optimization Model and Algorithm for Hazmat Transportation. Discrete Dynamics in Nature and Society،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1152434
Modern Language Association (MLA)
Ma, Changxi…[et al.]. A Multiobjective Route Robust Optimization Model and Algorithm for Hazmat Transportation. Discrete Dynamics in Nature and Society No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1152434
American Medical Association (AMA)
Ma, Changxi& Hao, Wei& He, Ruichun& Moghimi, Bahman. A Multiobjective Route Robust Optimization Model and Algorithm for Hazmat Transportation. Discrete Dynamics in Nature and Society. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1152434
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1152434