2011 IEEE Workshop on Principles of Advanced and Distributed Simulation (2011)
June 14, 2011 to June 17, 2011
Automatic generation of simulation models has been a recurring topic in scientific papers for years. A common problem of all known model generation approaches is the generation of dynamic behavior, e.g. buffering or control strategies. This paper introduces a novel methodology for generation of dynamic behavior, based on artificial neural networks, which is usable directly in the simulation. We also test the approach in a manageable scenario; all results are illustrated via small simulation experiments.
S. Stelzer and S. Bergmann, "Approximation of Dispatching Rules in Manufacturing Control Using Artificial Neural Networks," 2011 IEEE Workshop on Principles of Advanced and Distributed Simulation(PADS), Nice, France, 2011, pp. 1-8.