Abstract
To solve the difficulties resulted from uncertainty differences in multi objective optimization of the heavy cargo transport scheme; a multi objective stochastic optimization case of key equipment multimodal transport scheme fora chemical construction project was given. A multi objective stochastic optimization model with decision network planning and multi objective programming was established. A solution method, which is combined with utility function theory and upper bound minimal model, was put forward to solve the model. The result shows that the optimization model and the solution method can solve the multi objective optimization problem of heavy cargo transport scheme effectively even when uncertainties are different. And the case study is of highly practical value.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
W. Nuo, Introduction to project logistics (in Chinese), Beijing, China: Chemical Industry Press, 2007, pp. 15-20.
W. Nuo, T. Shiqi., X. Cunxiao, “Uncertainty of Large Scale Project Logistics Based on The Decision Network Planning Technique, (in English),”in International Conference on Transportation Engineering, Chengdu, China, pp. 3673-3678.
L. Jian, “Study on the route selection scheme and model about heavy cargo highway transportation” (in Chinese), Journal of Xihua University, vol. 232, no. 4, pp. 71-76, 2013.
T. Shiqi, W. Nuo, X. Chunxiao, L. Hang, “Time-cost-security Tradeoff Optimization in Project Logistics Based on Decision Network Planning (in English),”at the 14th International Conference on Industrial Engineering and Engineering Management, Tianjin, China, pp. 206-210.
T. Shiqi, W. Nuo, X. Chunxiao, “Multi-objective tradeoff optimization model of implementation scheme in project logistics” (in Chinese), Computer Integrated Manufacturing Systems, vol. 14, no. 11, pp. 2312-2316, 2008.
Petraska, A., Palsaitis, R., Batarliene, N., Bazaras, D., “Evaluation Criteria System of the Routes for Super Heavy and Oversized Cargo (in English),”in Proceedings of the 15th International Conference Transport Means 2011, Kaunas, Lithuania, pp. 236-239.
Z. Weiyan, L. Chuan, Z. Jingling, L. You, W. Wanliang, “Novel algorithm for multi-objective vehicle routing problem with stochastic demand” (in Chinese), computer Integrated Manufacturing Systems, vol. 18, no. 3, pp. 523-530, 2012.
T. Shiqi, W. Nuo, G. Lei, “Expandation both of decision unit structure and its optimization method in decision network planning” (in Chinese), Journal of Dalian Maritime University, vol. 33, no. 4, pp. 65-76, 2007.
Y. Yaohong, W. Yingluo, W. Nengmin, “Fuzzy Tradeoff Optimization of Time, Cost and Quality in Construction Project” (in Chinese), Systems Engineering Theory & Practice, no. 7, pp. 112-117, 2006.
R. Xiaoxia, “Model and Algorithm Study for Uncertain optimization problem (in Chinese),”Ph.D. dissertation, Shandong University, Jinan, China, 2005.
Paulauskas, V., Paulauskas, D., “Heavy Cargo Transportation by Ro -Ro Ships (in English),”at the 16th International Conference -Transport Means 2012, Kaunas, Lithuania, pp. 25-26.
W. Kong; H. Du, “Study of optimum scheme in hoisting large-scale reinforced concrete long post (in English),”in 2010 International Conference on Computer and Communication Technologies in Agriculture Engineering (CCTAE 2010), Chengdu, China, pp. 361-364.
W. Nuo, Network Network planning technology and Its Expanded Study (in Chinese), Beijing, China: China Communications Press, 1999, pp. 56-70.
Y., Yun, L. Jie, L. Zukui, T. Qiuhua, X. Xin, Floudas, C.A., “Robust optimization and stochastic programming approaches for medium-term production scheduling of a large-scale steelmaking continuous casting process under demand uncertainty (in English),”at the 23rd European Symposium on Computer Aided Process Engineering, Lappeenranta, Finland, pp. 165-185.
L. Chia Yen, C. Chen Fu, “Stochastic programming for vendor portfolio selection and order allocation under delivery uncertainty” (in English), OR SPECTRUM, vol. 36, no. 3, pp. 761-797.
Acknowledgments
This manuscript benefited from the critical comments and helpful suggestions of the anonymous referees. The work is funded by the Ministry of Education Doctoral Program of the New Teachers (No. 2012Z0289) and the Dr. Foundation Program in Liaoning province (No. 20121027).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Atlantis Press and the authors
About this paper
Cite this paper
Tong, Sq., Zhang, Jr., Lu, Y. (2015). A Multi Objective Stochastic Optimization Case of Heavy Cargo Transport Scheme. In: Qi, E., Shen, J., Dou, R. (eds) Proceedings of the 21st International Conference on Industrial Engineering and Engineering Management 2014. Proceedings of the International Conference on Industrial Engineering and Engineering Management. Atlantis Press, Paris. https://doi.org/10.2991/978-94-6239-102-4_73
Download citation
DOI: https://doi.org/10.2991/978-94-6239-102-4_73
Published:
Publisher Name: Atlantis Press, Paris
Print ISBN: 978-94-6239-101-7
Online ISBN: 978-94-6239-102-4
eBook Packages: EngineeringEngineering (R0)