Chapter
Jan 13, 2020
Sixth International Conference on Transportation Engineering

Multi-Objective MTLBO Algorithm for Multimodal Transportation Scheme Selection

Publication: ICTE 2019

ABSTRACT

It is the key issue to propose an optimized scheme for multimodal transportation operation. Here, firstly, the model of multimodal transportation plan is constructed. Then, the multi-objective teaching and learning optimization (MTLBO) algorithm is established to solve above model, which provides decision support for optimizing the multimodal transportation scheme. Furthermore, the feasibility and validity of the whole scheme design method are illustrated by an example. The Pareto solution set of the multi-objective multimodal transportation model is obtained by the scheme. Finally, the optimal solution for customers is put forward.

Get full access to this chapter

View all available purchase options and get full access to this chapter.

ACKNOWLEDGEMENT

This research was supported by Study on Key Technology for New Era Railway Freight Transport Organization and Informatization (Project No.: 2018YJ103), China Academy of Railway Sciences Corporation Limited, the People’s Republic of China.

REFERENCES

Clavete, H I, Galé, C, Oliveros, M J. A goal programming approach to vehicle routing problems with soft time windows ☆ [J]. European Journal of Operational Research, 2007, 177(3): 1720-1733.
Kalyanmoy Deb. A fast and elitist multi-objective genetic algorithm: NSGA-II[J]. IEE Trans Evo Compute, 2002.
LI, Yumin, GUO, Xiaoyan, YANG, Lu. Route optimization of China-EU container multimodal transport considering various factors [J]. Journal of Railway Science and Engineering, 2017, 14(10): 2239-2248.
QIAO, Junfei, WEI, Jing, HAN, Hong-gui. Multi-objective Optimization of Water Distribution System Based on Improved NSGA2 Algorithm, 2016.
XIE, Cheng-wang, WANG, Zhijie, XIA, Xuewen. Multi-Objective Evolutionary Algorithm Based on Archive-Elite Learning and Opposition-Based Learning [J]. Chinese Journal of Computers, 2017, 40(3): 757-772.

Information & Authors

Information

Published In

Go to ICTE 2019
ICTE 2019
Pages: 965 - 972
Editors: Xiaobo Liu, Ph.D., Southwest Jiaotong University, Qiyuan Peng, Ph.D., Southwest Jiaotong University, and Kelvin C. P. Wang, Ph.D., Oklahoma State University
ISBN (Online): 978-0-7844-8274-2

History

Published online: Jan 13, 2020

Permissions

Request permissions for this article.

Authors

Affiliations

School of Transportation and Logistics, Southwest Jiaotong Univ., Chengdu, Sichuan Province 610031. E-mail: [email protected]
Changchun Ou [email protected]
School of Transportation and Logistics, Southwest Jiaotong Univ., Chengdu, Sichuan Province 610031 (corresponding author). E-mail: [email protected]
Qiaoran Zheng [email protected]
School of Transportation and Logistics, Southwest Jiaotong Univ., Chengdu, Sichuan 610031 P.R. China. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$254.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$254.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share