Decision Support for Vehicle Dispatching Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{Benyahia:1998:SMC,

• author = "Ilham Benyahia and Jean-Yves Potvin",
• title = "Decision Support for Vehicle Dispatching Using Genetic Programming",
• journal = "IEEE Transactions on Systems, Man, and Cybernetics part A: systems and humans",
• year = "1998",
• volume = "28",
• number = "3",
• pages = "306--314",
• month = may,
• keywords = "genetic algorithms, genetic programming",
• URL = "http://ieeexplore.ieee.org/iel4/3468/14669/00668962.pdf",
• size = "9 pages",
• abstract = "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.",

}

Genetic Programming entries for Ilham Benyahia Jean-Yves Potvin

Citations