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We adopt the SGD [29] to update the parameters of the siamese network.
In [15], type-2 fuzzy neural network with fuzzy clustering method is used to identify structures and update the parameters of the condition and the gradient algorithm is used to update the parameters of the result.
We repeat the squared distance minimization and update the parameters of the quadratic curve and surface by iterations until convergency.
Considering the economy and security, a closed-loop identification method is adopted to update the parameters of the model.
To update the parameters of a mathematical model of a mechanical system usually a cost function is minimised which consists of the difference between calculated and measured quantities.
This specialized learning neurofuzzy controller uses the back-propagation gradient descent method to update the parameters of the network through time.
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For updating the parameters of the fuzzy system, an adaptation proportional-integral (PI) law is proposed.
Moreover, a recursive algorithm for online updating the parameters of the failure prognosis model is developed.
A cycle is made of L steps and each step updates the parameters of a single path.
By updating the parameters of the estimated model based on prediction error, the estimated model approaches the real plant gradually in real-time.
These uncertainties in the response increase with frequency and have to be taken into account when updating the parameters of the computational model in order to obtain a robust estimation of these parameters.
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