Developing a neural network approach for intelligent scheduling in GUESS

Jay Liebowitz, Ira Rodens, Janet S. Zeide, Ching Y. Suen · Expert Systems · 2000

The generically used expert scheduling system (GUESS) intelligent scheduling toolkit has been built and applied in various scheduling domains. Previously, GUESS included three major scheduling approaches: a heuristic‐based (suggestion tabulator) approach, a hill‐climbing algorithm, and a genetic algorithm approach. GUESS has now been expanded to include a neural network scheduling approach. This paper discusses the development, implementation and testing results of the neural network scheduling method within GUESS.

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