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TSMC
1998

Decision support for vehicle dispatching using genetic programming

8 years 11 months ago
Decision support for vehicle dispatching using genetic programming
—Vehicle dispatching consists of allocating real-time service requests to a fleet of moving vehicles. In this paper, each vehicle is associated with a vector of attribute values that describes its current situation with respect to new incoming service requests. Using this attribute description, a utility function aimed at approximating the decision process of a professional dispatcher is constructed through genetic programming. Computational results are reported on requests collected from a courier service company and a comparison is provided with a neural network model and a simple dispatching policy.
Ilham Benyahia, Jean-Yves Potvin
Added 23 Dec 2010
Updated 23 Dec 2010
Type Journal
Year 1998
Where TSMC
Authors Ilham Benyahia, Jean-Yves Potvin
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