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The classical McCulloch and Pitts neural unit is widely used today in artificial neural networks (NNs) and essentially acts as a non-linear filter. Classical NN are only capable of approximating a mapping between inputs and outputs in the form of a lookup table or ''black box'' and the underlying abstract relationships between inputs and outputs remain hidden. Motivated by the need in the study on...
In this paper an overview is given of the various ways fuzzy logic can be used to improve industrial control. The application of fuzzy logic in control is illustrated by two case studies. The first example shows how fuzzy logic, incorporated in the hardware of an industrial controller, helps to finetune a PID controller, without the operator having any a priori knowledge of the system to be controlled...
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