Genetic learning of dynamic scheduling within a simulated environment

Genetic learning of dynamic scheduling within a simulated environment

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Article ID: iaor1995555
Country: United Kingdom
Volume: 21
Issue: 8
Start Page Number: 909
End Page Number: 925
Publication Date: Oct 1994
Journal: Computers and Operations Research
Authors: , ,
Keywords: simulation, learning
Abstract:

This paper proposes a learning mode for dynamic scheduling. A simulation environment having intelligent objects is described. Intelligent objects make decisions. A method is described in which intelligent objects can learn during the course of a simulation. The learning method is modeled after classifier systems using a Genetic Algorithm. Inference uses a bidding system. This study shows that intelligent objects can learn to perform within such an environment.

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