Decision support for vehicle dispatching using genetic programming
Benyahia, I.; Potvin, J.-Y.
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Volume 28, Issue 3, May 1998 Page(s):306 - 314
Digital Object Identifier   10.1109/3468.668962
Summary: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

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