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Modeling of a Winding Machine Using Genetic Programming

, , , , and . Proceedings of the 2000 Congress on Evolutionary Computation CEC00, page 398--402. La Jolla Marriott Hotel La Jolla, California, USA, IEEE Press, (6-9 July 2000)

Abstract

In this paper, we present a new method for modeling the dynamics of a winding process using genetic programming and compare it with traditional modeling approaches. Data sets collected from an actual industrial process was used throughout the experiments. Three models were developed to describe the dynamics of the winding process. Experimental results are presented and discussed.

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