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This paper presents the dynamic neuro-fuzzy control system for controlling a gas-fired water heater. The controller proposed in this paper is comprised of a fuzzy logic controller (FLC) in the feedback configuration and two dynamic neural networks in the forward path. A dynamic identification network (DIN) is used to identify the output of the manipulator system, and a dynamic learning network (DLN)...
In this paper, a layered fuzzy clustering method based on distance and density (LFCDD) is summarized. The lowermost layer's algorithm deals with the original data points, the upper layer with the cluster centers of the nearest lower layer. In each layer it identifies the cluster number automatically. It calculates the density and density set of each data point based on distance matrix; then chooses...
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