Experiment on using genetic algorithms to learn scheduling heuristics

Stephen P. Smith

doi:10.1117/12.56902

1 March 1992 Experiment on using genetic algorithms to learn scheduling heuristics

Stephen P. Smith

Proceedings Volume 1707, Applications of Artificial Intelligence X: Knowledge-Based Systems; (1992) https://doi.org/10.1117/12.56902
Event: Aerospace Sensing, 1992, Orlando, FL, United States

Abstract

In this paper, we describe a simple experiment to test the application of genetic algorithms to learning scheduling heuristics. A very simple genetic representation is used which can represent a wide variety of schedulers. We describe a simple experiment using this representation and show how the learning technique produces schedulers which are adapted to the scheduling scenario.

Citation Download Citation

Stephen P. Smith "Experiment on using genetic algorithms to learn scheduling heuristics", Proc. SPIE 1707, Applications of Artificial Intelligence X: Knowledge-Based Systems, (1 March 1992); https://doi.org/10.1117/12.56902

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