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The hybrid learning algorithm of the modified ANFIS comprises two steps, i.e. forward pass by using fuzzy inference mechanism based on the neural architecture and Least-squares Estimator (LSE), and backward pass to update the premise parameters by the error a modified backpropagation algorithm.
By using fuzzy inference systems, a state observer and H∞ tracking technique, the decentralized combined indirect and direct adaptive fuzzy control algorithm is developed based upon a united H∞ tracking controller design for the modification of the previous work of Huang et al. The resultant closed-loop systems are guaranteed to be stable and a good H∞ tracking performance is obtained.
The optimization variables of the studied gas turbine are obtained by using fuzzy inference algorithms for the construction of the regions of data classified by the neural networks.
Both these events will have a total RPN value of 120; however, the risk implications of these two events may not necessarily be the same which may result in high-risk events may go unnoticed which are addressed by using fuzzy inference system (FIS) and grey relation analysis (GRA) by the authors.
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In medicine, expert systems using fuzzy inference can help doctors diagnose diabetes and prostate cancer.
After computing the degree of membership using Figure 5, we use fuzzy inference rules as follows.
When fuzzy systems are designed by using fuzzy clustering, each cluster corresponds to a fuzzy rule.
Therefore, an efficient method to predict possible dimensional error of CV joint from given process parameter has been developed by using a fuzzy inference system.
The results show: the functions of the gain fuzzy controller based on FPGA are implemented correctly, and the design is effectively simplified, and the real-time performance is improved by using the fuzzy inference lookup table.
The IoC machine, estimating the anesthesia index by using the fuzzy inference algorithm, also shows the EMG bar and burst suppression ration (BSR).
Emotions were analyzed using fuzzy bases inference system.
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