A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation

Tengfei Xu; Fengmei Yang; Jian Li; Wenyan Yuan

doi:10.1109/BIFE.2013.132

A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation

Tengfei Xu, Fengmei Yang, Jian Li, Wenyan Yuan^*

^*Corresponding author for this work

Beijing University of Chemical Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

The paper is concerned with a hazmat vehicle routing problem. Two objectives are considered: (1) minimizing the total travel cost and (2) minimizing the total travel risk. A path-based risk estimation method is proposed to make the risk analysis more reasonable. A numerical study is carried out and the non-dominated solution is calculated by the modified ant colony optimization. Results show that our model can significantly reduce the travel risk, and the algorithm we proposed is effective in finding the non-dominated solutions.

Original language	English
Title of host publication	Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013
Editors	Lean Yu, Rongda Chen, Shouyang Wang
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	643-646
Number of pages	4
ISBN (Electronic)	9781479947775
DOIs	https://doi.org/10.1109/BIFE.2013.132
Publication status	Published - 18 Nov 2014
Externally published	Yes
Event	6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013 - Hangzhou, Zhejiang, China Duration: 14 Nov 2013 → 16 Nov 2013

Publication series

Name	Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013

Conference

Conference	6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013
Country/Territory	China
City	Hangzhou, Zhejiang
Period	14/11/13 → 16/11/13

Keywords

ant colony optimization
hazardous material
vehicle routing problem

Access to Document

10.1109/BIFE.2013.132

Cite this

Xu, T., Yang, F., Li, J., & Yuan, W. (2014). A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation. In L. Yu, R. Chen, & S. Wang (Eds.), Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013 (pp. 643-646). Article 6961218 (Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BIFE.2013.132

Xu, Tengfei ; Yang, Fengmei ; Li, Jian et al. / A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation. Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013. editor / Lean Yu ; Rongda Chen ; Shouyang Wang. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 643-646 (Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013).

@inproceedings{fad60999bf054543b898157558d88202,

title = "A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation",

abstract = "The paper is concerned with a hazmat vehicle routing problem. Two objectives are considered: (1) minimizing the total travel cost and (2) minimizing the total travel risk. A path-based risk estimation method is proposed to make the risk analysis more reasonable. A numerical study is carried out and the non-dominated solution is calculated by the modified ant colony optimization. Results show that our model can significantly reduce the travel risk, and the algorithm we proposed is effective in finding the non-dominated solutions.",

keywords = "ant colony optimization, hazardous material, vehicle routing problem",

author = "Tengfei Xu and Fengmei Yang and Jian Li and Wenyan Yuan",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.; 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013 ; Conference date: 14-11-2013 Through 16-11-2013",

year = "2014",

month = nov,

day = "18",

doi = "10.1109/BIFE.2013.132",

language = "English",

series = "Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "643--646",

editor = "Lean Yu and Rongda Chen and Shouyang Wang",

booktitle = "Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013",

address = "United States",

}

Xu, T, Yang, F, Li, J & Yuan, W 2014, A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation. in L Yu, R Chen & S Wang (eds), Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013., 6961218, Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013, Institute of Electrical and Electronics Engineers Inc., pp. 643-646, 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013, Hangzhou, Zhejiang, China, 14/11/13. https://doi.org/10.1109/BIFE.2013.132

A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation. / Xu, Tengfei; Yang, Fengmei; Li, Jian et al.
Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013. ed. / Lean Yu; Rongda Chen; Shouyang Wang. Institute of Electrical and Electronics Engineers Inc., 2014. p. 643-646 6961218 (Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation

AU - Xu, Tengfei

AU - Yang, Fengmei

AU - Li, Jian

AU - Yuan, Wenyan

PY - 2014/11/18

Y1 - 2014/11/18

N2 - The paper is concerned with a hazmat vehicle routing problem. Two objectives are considered: (1) minimizing the total travel cost and (2) minimizing the total travel risk. A path-based risk estimation method is proposed to make the risk analysis more reasonable. A numerical study is carried out and the non-dominated solution is calculated by the modified ant colony optimization. Results show that our model can significantly reduce the travel risk, and the algorithm we proposed is effective in finding the non-dominated solutions.

AB - The paper is concerned with a hazmat vehicle routing problem. Two objectives are considered: (1) minimizing the total travel cost and (2) minimizing the total travel risk. A path-based risk estimation method is proposed to make the risk analysis more reasonable. A numerical study is carried out and the non-dominated solution is calculated by the modified ant colony optimization. Results show that our model can significantly reduce the travel risk, and the algorithm we proposed is effective in finding the non-dominated solutions.

KW - ant colony optimization

KW - hazardous material

KW - vehicle routing problem

UR - http://www.scopus.com/inward/record.url?scp=84917695884&partnerID=8YFLogxK

U2 - 10.1109/BIFE.2013.132

DO - 10.1109/BIFE.2013.132

M3 - Conference contribution

AN - SCOPUS:84917695884

T3 - Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013

SP - 643

EP - 646

BT - Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013

A2 - Yu, Lean

A2 - Chen, Rongda

A2 - Wang, Shouyang

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013

Y2 - 14 November 2013 through 16 November 2013

ER -

Xu T, Yang F, Li J, Yuan W. A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation. In Yu L, Chen R, Wang S, editors, Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013. Institute of Electrical and Electronics Engineers Inc. 2014. p. 643-646. 6961218. (Proceedings - 2013 6th International Conference on Business Intelligence and Financial Engineering, BIFE 2013). doi: 10.1109/BIFE.2013.132

A bi-objective mathematical model for hazmat vehicle routing problem with path-based risk estimation

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this