Fuzzy dispatching model and genetic algorithms for railyards operations

Fuzzy dispatching model and genetic algorithms for railyards operations

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Article ID: iaor20011212
Country: Netherlands
Volume: 124
Issue: 2
Start Page Number: 307
End Page Number: 331
Publication Date: Jul 2000
Journal: European Journal of Operational Research
Authors: , ,
Keywords: heuristics, transportation: rail
Abstract:

In this paper, we present a fuzzy dispatching model to assist the coordination among multi-objective decisions in railyards dispatching plan. The objectives considered here are to maximize railyards output and on-time service of the dispatching plan. Genetic algorithms are used to investigate and analyze the fuzzy dispatching model. Experimental results based on real-world problem instances show that the combined, genetic algorithms and fuzzy theory approaches could be a promising way for solving railyards dispatching problem.

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