Optimization Model for Multimodal Transportation Networks Based on Supply Chain

Sitek, Paweł; Wikarek, Jarosław

doi:10.2478/fman-2013-0012

Abstract

The article presents the problem of supply chain optimization from the perspective of a multimodal logistics provider and includes a mathematical model of multilevel cost optimization in the form of MILP (Mixed Integer Linear Programming). The costs of production, transport, distribution and environmental protection were adopted as optimization criteria. Timing, volume, capacity and mode of transport were also taken into account. The model was implemented in the LINGO ver.12. The numerical experiments were carried out using sample data to show the possibilities of practical decision support and supply chain optimization.

References

[1] Anthony Chavez, Daniel Dreilinger, Robert Guttman, Pattie Maes - A Real-Life Experiment inCreating an Agent Marketplace, http://lcm.csa.iisc.ernet.in/scm/paam97.pdf (accessed 11.09.2012).
Search in Google Scholar
[2] Apt K., Wallace M. - Constraint Logic Programmingusing Eclipse. Cambridge University Press 2006.10.1017/CBO9780511607400
Search in Google Scholar
[3] Chavez A., Pattie Maes P. - Kasbah: An AgentMarketplace for Buying and Selling Goods, http://lcm.csa.iisc.ernet.in/scm/paam96.pdf (accessed 11.09.2012)
Search in Google Scholar
[4] Chopra S., Meindel P. - Supply Chain Management:Strategy, Planning, and Operation. Prentice Hall of India, 2002.
Search in Google Scholar
[5] Connors D., An D., Buckley S., Feigin G., Jayaraman R., Levas A., Nayak N., Petrakian R., Srinivasan R. - Dynamic modelling for business processreengineering. IBM Research Report 19944, 1995, http://lcm.csa.iisc.ernet.in/scm/scm_references.html (accessed 11.09.2012)
Search in Google Scholar
[6] Ganeshan R., Harrison T.P. - An Introduction toSupply Chain Management. Department of Management Sciences and Information Systems, 1995.
Search in Google Scholar
[7] Handfield R.B. and Nochols E.L. Jr. - Introductionto Supply Chain Management. Prentice Hall, 1999.
Search in Google Scholar
[8] Hopp W.J., Spearman M.L. - Factory Physics:Foundations of Manufacturing Management. Irwin, McGraw-Hill, 1996.
Search in Google Scholar
[9] Huang G.Q., Lau J.S.K., Mak K.L. - The Impactsof Sharing Production Information on SupplyChain Dynamics: A Review of the Literature [in] International Journal of Production Research, 41(7), 2003, pp. 1483-1517.10.1080/0020754031000069625
Search in Google Scholar
[10] Jung H., Jeong B., Lee C.G. - An Order QuantityNegotiation Model for Distributor-Driven SupplyChains [in] International Journal of Production Economics, 111, 2008, pp. 147-158.10.1016/j.ijpe.2006.12.054
Search in Google Scholar
[11] Kanyalkar A.P., Adil G.K. - An Integrated Aggregateand Detailed Planning in a Multi-Site ProductionEnvironment Using Linear Programming [in] International Journal of Production Research, No. 43, 2005, pp. 4431-4454.10.1080/00207540500142332
Search in Google Scholar
[12] Koźlak A. - Innowacyjne modele biznesowe wprowadzeniu działalności logistycznej [in] Logistyka, No. 3, 2009.
Search in Google Scholar
[13] Narahari Y., Biswas S. - Supply Chain Management:Models and Decision Making, http://lcm.csa.iisc.ernet.in/scm/coimbatore/index.html (accessed 11.09.2012).
Search in Google Scholar
[14] Park Y.B. - An Integrated Approach for Productionand Distribution Planning in Supply ChainManagement [in] International Journal of Production Research, 43, 2005, pp. 1205-1224.10.1080/00207540412331327718
Search in Google Scholar
[15] Perea-Lopez E., Ydstie B.E., Grossmann I.E. - A Model Predictive Control Strategy for SupplyChain Optimization [in] Computers and Chemical Engineering, 27, 2003, pp. 1201-1218.10.1016/S0098-1354(03)00047-4
Search in Google Scholar
[16] Rizk N., Martel A., D’amours S. - Multi-Item DynamicProduction-Distribution Planning in ProcessIndustries with Divergent Finishing Stages [in] Computers and Operations Research, 33, 2006, pp. 3600-3623.10.1016/j.cor.2005.02.047
Search in Google Scholar
[17] Schrijver A. - Theory of Linear and Integer Programming. ISBN 0-471-98232-6, John Wiley & Sons 1998.
Search in Google Scholar
[18] Shapiro J.F. - Modeling the Supply Chain. ISBN 978-0-534-37741, Duxbury Press 2001.
Search in Google Scholar
[19] Simchi-Levi D., Kaminsky P., Simchi-Levi E. - Designing and Managing the Supply Chain: Concepts,Strategies, and Case Studies. McGraw-Hill, ISBN 978-0-07-119896-7,New York 2003.
Search in Google Scholar
[20] Simchi-Levi D., P. Kaminsky and E. Simchi-Levi - Managing the Supply Chain: The Definitive Guidefor the Supply Chain Professional, McGraw-Hill 2004.
Search in Google Scholar
[21] Tayur S., Ganeshan R., Magazine M. (eds.) - Quantitative Models for Supply Chain Management. Kluwer Academic Publishers, 1999.10.1007/978-1-4615-4949-9
Search in Google Scholar
[22] Tewari G., Maes P. - Design and Implementationof an Agent-Based Intermediary Infrastructurefor Electronic Markets, http://lcm.csa.iisc.ernet.in/scm/MARI.pdf (accessed 11.09.2012)
Search in Google Scholar
[23] Viswanadham N. - Analysis of ManufacturingEnterprises. Kluwer Academic Publishers, 2000.
Search in Google Scholar
[24] Viswanadham N., Narahari Y. - PerformanceModeling of Automated manufacturing Systems. Prentice Hall of India, 1998.
Search in Google Scholar
[25] Walukiewicz S. - Integer Programming. PWN, Kluwer Academic Publishers, Warszawa - Dordrecht - Boston - London 1991.10.1007/978-94-015-7945-2_2
Search in Google Scholar

Optimization Model for Multimodal Transportation Networks Based on Supply Chain

Abstract

Paradigm

My account