DocumentCode :
3049270
Title :
Scheduling of vehicles in the material handling systems based on the Mixed Integer Programming model
Author :
Wang, Lanjun
Author_Institution :
IBM Res., Beijing, China
fYear :
2012
fDate :
8-10 July 2012
Firstpage :
361
Lastpage :
365
Abstract :
Material handling system is widely required in various segments of manufacturing and logistics industries. Optimizing the schedule of its vehicles is very important for reducing costs and increasing efficiency. A new Mixed Integer Programming (MIP) model is presented in this paper for scheduling the vehicles of a practical material handling system within a given time window. By selecting the decision variables appropriately, the objective function and the constraints are simplified, and it is formulated as a linear mixed integer problem with reasonable scale. The system dynamics is incorporated analytically within the optimization framework so that the efficient MIP solver CPLEX can be applied to obtain the optimal schedule. Numerical results demonstrate the effectiveness of the new model in comparison with the models and the methods used in industry.
Keywords :
cost reduction; integer programming; linear programming; logistics; manufacturing industries; materials handling; scheduling; CPLEX; cost reduction; linear mixed integer problem; logistics industry; manufacturing industry; material handling system; mixed integer programming model; objective function; optimal schedule; optimization framework; system dynamic; vehicle scheduling; Control systems; Estimation; Loading; Optimization; Silicon;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Service Operations and Logistics, and Informatics (SOLI), 2012 IEEE International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4673-2400-7
Type :
conf
DOI :
10.1109/SOLI.2012.6273563
Filename :
6273563
Link To Document :
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