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A Multi Objective Chance Constrained Programming Model for Intermodal Logistics with Uncertain Time
Dept. of Computer and Systems Sciences, Stockholm University. (DECIDE)
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information and Communication systems. (Computational Industrial Engineering)
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information and Communication systems. (Computational Industrial Engineering)ORCID iD: 0000-0003-0310-0018
2013 (English)In: International Journal of Computer Science Issues, ISSN 1694-0784, E-ISSN 1694-0814, Vol. 10, no 6, 35-44 p.Article in journal (Refereed) Published
Abstract [en]

This paper presents a multi objective chance constrained programming model for matching of goods and transports in an intermodal transport chain under uncertain delivery time. The objectives in the proposed model are cost, emission, and transport time, where time is considered as an uncertain parameter. An approach to solve the model is proposed, and this approach has been implemented in a web-based system for transport matching in order to provide clients with alternative transport routes in a large system of possible transport solutions. A case study of a Swedish shipping company is analyzed, and the results are presented through comparisons of results from deterministic and stochastic models. The suggested model can help a decision maker to select transport alternative compromising between time, cost, emission, and with respect to uncertainty in transport time parameters.

Place, publisher, year, edition, pages
2013. Vol. 10, no 6, 35-44 p.
Keyword [en]
Decision Support Systems, Intelligent Transportation Systems, Logistics Network, Stochastic Multi Objective Optimization
National Category
Computer Systems Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:miun:diva-20759OAI: oai:DiVA.org:miun-20759DiVA: diva2:680272
Projects
NECL II
Available from: 2013-12-17 Created: 2013-12-17 Last updated: 2017-12-06Bibliographically approved

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http://www.ijcsi.org/papers/IJCSI-10-6-1-35-44.pdf

Authority records BETA

Olsson, LeifLarsson, Aron

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CiteExportLink to record
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